编辑selfdrived.py

This reverts commit 87b4f8a287.

.clang-tidy

@@ -1,19 +0,0 @@
----
-Checks: '
-bugprone-*,
--bugprone-integer-division,
--bugprone-narrowing-conversions,
-performance-*,
-clang-analyzer-*,
-misc-*,
--misc-unused-parameters,
-modernize-*,
--modernize-avoid-c-arrays,
--modernize-deprecated-headers,
--modernize-use-auto,
--modernize-use-using,
--modernize-use-nullptr,
--modernize-use-trailing-return-type,
-'
-CheckOptions:
-...

.dockerignore

@@ -13,27 +13,6 @@
 *.o-*
 *.os
 *.os-*
-*.so
-*.a
 
 venv/
 .venv/
-
-notebooks
-phone
-massivemap
-neos
-installer
-chffr/app2
-chffr/backend/env
-selfdrive/nav
-selfdrive/baseui
-selfdrive/test/simulator2
-**/cache_data
-xx/plus
-xx/community
-xx/projects
-!xx/projects/eon_testing_master
-!xx/projects/map3d
-xx/ops
-xx/junk

.github/labeler.yaml

@@ -12,7 +12,7 @@ simulation:
 
 ui:
   - changed-files:
-    - any-glob-to-all-files: '{selfdrive/ui/**,system/ui/**}'
+    - any-glob-to-all-files: '{selfdrive/assets/**,selfdrive/ui/**,system/ui/**}'
 
 tools:
   - changed-files:

.github/workflows/auto-cache/action.yaml

@@ -0,0 +1,58 @@
+name: 'automatically cache based on current runner'
+
+inputs:
+  path:
+    description: 'path to cache'
+    required: true
+  key:
+    description: 'key'
+    required: true
+  restore-keys:
+    description: 'restore-keys'
+    required: true
+  save:
+    description: 'whether to save the cache'
+    default: 'true'
+    required: false
+outputs:
+  cache-hit:
+    description: 'cache hit occurred'
+    value: ${{ (contains(runner.name, 'nsc') && steps.ns-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save != 'false' && steps.gha-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save == 'false' && steps.gha-cache-ro.outputs.cache-hit) }}
+
+runs:
+  using: "composite"
+  steps:
+    - name: setup namespace cache
+      id: ns-cache
+      if: ${{ contains(runner.name, 'nsc') }}
+      uses: namespacelabs/nscloud-cache-action@v1
+      with:
+        path: ${{ inputs.path }}
+
+    - name: setup github cache
+      id: gha-cache
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save != 'false' }}
+      uses: 'actions/cache@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    - name: setup github cache
+      id: gha-cache-ro
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save == 'false' }}
+      uses: 'actions/cache/restore@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    # make the directory manually in case we didn't get a hit, so it doesn't fail on future steps
+    - id: scons-cache-setup
+      shell: bash
+      run: |
+        mkdir -p ${{ inputs.path }}
+        sudo chmod -R 777 ${{ inputs.path }}
+        sudo chown -R $USER ${{ inputs.path }}

.github/workflows/auto_pr_review.yaml

@@ -0,0 +1,52 @@
+name: "PR review"
+on:
+  pull_request_target:
+    types: [opened, reopened, synchronize, edited]
+
+jobs:
+  labeler:
+    name: review
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: false
+
+    # Label PRs
+    - uses: actions/labeler@v5.0.0
+      with:
+        dot: true
+        configuration-path: .github/labeler.yaml
+
+    # Check PR target branch
+    - name: check branch
+      uses: Vankka/pr-target-branch-action@def32ec9d93514138d6ac0132ee62e120a72aed5
+      if: github.repository == 'commaai/openpilot'
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      with:
+        target: /^(?!master$).*/
+        exclude: /commaai:.*/
+        change-to: ${{ github.base_ref }}
+        already-exists-action: close_this
+        already-exists-comment: "Your PR should be made against the `master` branch"
+
+    # Welcome comment
+    - name: "First timers PR"
+      uses: actions/first-interaction@v1
+      if: github.event.pull_request.head.repo.full_name != 'commaai/openpilot'
+      with:
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        pr-message: |
+            <!-- _(run_id **${{ github.run_id }}**)_ -->
+            Thanks for contributing to openpilot! In order for us to review your PR as quickly as possible, check the following:
+            * Convert your PR to a draft unless it's ready to review
+            * Read the [contributing docs](https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md)
+            * Before marking as "ready for review", ensure:
+              * the goal is clearly stated in the description
+              * all the tests are passing
+              * the change is [something we merge](https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md#what-gets-merged)
+              * include a route or your device' dongle ID if relevant

.github/workflows/badges.yaml

@@ -0,0 +1,37 @@
+name: badges
+on:
+  schedule:
+    - cron: '0 * * * *'
+  workflow_dispatch:
+
+env:
+  BASE_IMAGE: openpilot-base
+  DOCKER_REGISTRY: ghcr.io/commaai
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $DOCKER_REGISTRY/$BASE_IMAGE:latest /bin/bash -c
+
+jobs:
+  badges:
+    name: create badges
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    permissions:
+      contents: write
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Push badges
+      run: |
+        ${{ env.RUN }} "python3 selfdrive/ui/translations/create_badges.py"
+
+        rm .gitattributes
+
+        git checkout --orphan badges
+        git rm -rf --cached .
+        git config user.email "badge-researcher@comma.ai"
+        git config user.name "Badge Researcher"
+
+        git add translation_badge.svg
+        git commit -m "Add/Update badges"
+        git push -f origin HEAD

.github/workflows/ci_weekly_report.yaml

@@ -0,0 +1,101 @@
+name: weekly CI test report
+on:
+  schedule:
+    - cron: '37 9 * * 1' # 9:37AM UTC -> 2:37AM PST every monday
+  workflow_dispatch:
+    inputs:
+      ci_runs:
+        description: 'The amount of runs to trigger in CI test report'
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  CI_RUNS: ${{ github.event.inputs.ci_runs || '50' }}
+
+jobs:
+  setup:
+    if: github.repository == 'commaai/openpilot'
+    runs-on: ubuntu-latest
+    outputs:
+      ci_runs: ${{ steps.ci_runs_setup.outputs.matrix }}
+    steps:
+      - id: ci_runs_setup
+        name: CI_RUNS=${{ env.CI_RUNS }}
+        run: |
+          matrix=$(python3 -c "import json; print(json.dumps({ 'run_number' : list(range(${{ env.CI_RUNS }})) }))")
+          echo "matrix=$matrix" >> $GITHUB_OUTPUT
+
+  ci_matrix_run:
+    needs: [ setup ]
+    strategy:
+      fail-fast: false
+      matrix: ${{fromJSON(needs.setup.outputs.ci_runs)}}
+    uses: commaai/openpilot/.github/workflows/ci_weekly_run.yaml@master
+    with:
+      run_number: ${{ matrix.run_number }}
+
+  report:
+    needs: [ci_matrix_run]
+    runs-on: ubuntu-latest
+    if: always() && github.repository == 'commaai/openpilot'
+    steps:
+      - name: Get job results
+        uses: actions/github-script@v7
+        id: get-job-results
+        with:
+          script: |
+            const jobs = await github
+              .paginate("GET /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt}/jobs", {
+                owner: "commaai",
+                repo: "${{ github.event.repository.name }}",
+                run_id: "${{ github.run_id }}",
+                attempt: "${{ github.run_attempt }}",
+              })
+            var report = {}
+            jobs.slice(1, jobs.length-1).forEach(job => {
+              if (job.conclusion === "skipped") return;
+              const jobName = job.name.split(" / ")[2];
+              const runRegex = /\((.*?)\)/;
+              const run = job.name.match(runRegex)[1];
+              report[jobName] = report[jobName] || { successes: [], failures: [], canceled: [] };
+              switch (job.conclusion) {
+                case "success":
+                  report[jobName].successes.push({ "run_number": run, "link": job.html_url}); break;
+                case "failure":
+                  report[jobName].failures.push({ "run_number": run, "link": job.html_url }); break;
+                case "canceled":
+                  report[jobName].canceled.push({ "run_number": run, "link": job.html_url }); break;
+              }
+            });
+            return JSON.stringify({"jobs": report});
+
+      - name: Add job results to summary
+        env:
+          JOB_RESULTS: ${{ fromJSON(steps.get-job-results.outputs.result) }}
+        run: |
+          cat <<EOF >> template.html
+          <table>
+            <thead>
+              <tr>
+                <th></th>
+                <th>Job</th>
+                <th>✅ Passing</th>
+                <th>❌ Failure Details</th>
+              </tr>
+            </thead>
+            <tbody>
+              {% for key in jobs.keys() %}<tr>
+                <td>{% for i in range(5) %}{% if i+1 <= (5 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }}) %}🟩{% else %}🟥{% endif %}{% endfor%}</td>
+                <td>{{ key }}</td>
+                <td>{{ 100 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }} }}%</td>
+                <td>{% if jobs[key]["failures"]|length > 0 %}<details>{% for failure in jobs[key]["failures"] %}<a href="{{ failure['link'] }}">Log for run #{{ failure['run_number'] }}</a><br>{% endfor %}</details>{% else %}{% endif %}</td>
+                </td>
+              </tr>{% endfor %}
+          </table>
+          EOF
+
+          pip install jinja2-cli
+          echo $JOB_RESULTS | jinja2 template.html > report.html
+          echo "# CI Test Report - ${{ env.CI_RUNS }} Runs" >> $GITHUB_STEP_SUMMARY
+          cat report.html >> $GITHUB_STEP_SUMMARY

.github/workflows/ci_weekly_run.yaml

@@ -0,0 +1,17 @@
+name: weekly CI test run
+on:
+  workflow_call:
+    inputs:
+      run_number:
+        required: true
+        type: string
+
+concurrency:
+  group: ci-run-${{ inputs.run_number }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  tests:
+    uses: commaai/openpilot/.github/workflows/tests.yaml@master
+    with:
+      run_number: ${{ inputs.run_number }}

.github/workflows/compile-openpilot/action.yaml

@@ -0,0 +1,21 @@
+name: 'compile openpilot'
+
+runs:
+  using: "composite"
+  steps:
+    - shell: bash
+      name: Build openpilot with all flags
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+        ${{ env.RUN }} "release/check-dirty.sh"
+    - shell: bash
+      name: Cleanup scons cache and rebuild
+      run: |
+          ${{ env.RUN }} "rm -rf /tmp/scons_cache/* && \
+                          scons -j$(nproc) --cache-populate"
+    - name: Save scons cache
+      uses: actions/cache/save@v4
+      if: github.ref == 'refs/heads/master'
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}

.github/workflows/compile_starpilot.yaml

@@ -0,0 +1,239 @@
+name: Compile StarPilot
+
+on:
+  workflow_dispatch:
+    inputs:
+      not_vetted:
+        description: "This branch is not vetted"
+        type: boolean
+        default: false
+        required: false
+      publish_custom_branch:
+        description: "Push to custom branch:"
+        type: string
+        default: ""
+        required: false
+      publish_starpilot:
+        description: "Push to StarPilot"
+        type: boolean
+        default: false
+        required: false
+      publish_staging:
+        description: "Push to StarPilot-Staging"
+        type: boolean
+        default: false
+        required: false
+      publish_testing:
+        description: "Push to StarPilot-Testing"
+        type: boolean
+        default: false
+        required: false
+      runner:
+        description: "Select runner"
+        type: choice
+        options:
+          - c3
+          - c3x
+        default: "c3"
+        required: true
+      update_translations:
+        description: "Update missing/outdated translations"
+        type: boolean
+        default: false
+        required: false
+      vet_existing_translations:
+        description: "Vet existing translations"
+        type: boolean
+        default: false
+        required: false
+
+env:
+  BASE_DIR: ${{ github.workspace }}
+  BUILD_DIR: "/data/openpilot"
+  CUSTOM_BRANCH: ${{ inputs.publish_custom_branch }}
+  GIT_EMAIL: "91348155+FrogAi@users.noreply.github.com"
+  GIT_NAME: "James"
+  OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+
+jobs:
+  get_branch:
+    runs-on: [self-hosted, "${{ inputs.runner }}"]
+    outputs:
+      branch: ${{ steps.get_branch.outputs.branch }}
+      python_version: ${{ steps.get_python_version.outputs.python_version }}
+    steps:
+      - name: Get Current Branch
+        id: get_branch
+        run: |
+          cd "$BUILD_DIR"
+          echo "branch=$(git rev-parse --abbrev-ref HEAD)" >> "$GITHUB_OUTPUT"
+
+      - name: Get Python Version
+        id: get_python_version
+        run: |
+          echo "python_version=$(tr -d '[:space:]' < "$BUILD_DIR/.python-version")" >> $GITHUB_OUTPUT
+
+  translate:
+    needs: get_branch
+    if: inputs.update_translations
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "$GIT_NAME"
+          git config --global user.email "$GIT_EMAIL"
+
+      - name: Checkout Required Files
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ needs.get_branch.outputs.branch }}
+          sparse-checkout: |
+            starpilot/ui/
+            selfdrive/controls/lib/alerts_offroad.json
+            selfdrive/ui/
+            selfdrive/ui/translations/
+            selfdrive/ui/translations/auto_translate.py
+            selfdrive/ui/update_translations.py
+
+      - name: Set Up Python
+        uses: actions/setup-python@v4
+        with:
+          cache: "pip"
+          python-version: ${{ needs.get_branch.outputs.python_version }}
+
+      - name: Install Dependencies
+        run: |
+          pip install requests
+          sudo apt-get update && sudo apt-get install -y --no-install-recommends qttools5-dev-tools
+
+      - name: Update Translations
+        run: |
+          python selfdrive/ui/update_translations.py --vanish
+
+      - name: Update Missing Translations
+        continue-on-error: true
+        timeout-minutes: 300
+        run: |
+          python selfdrive/ui/translations/auto_translate.py --all-files
+
+      - name: Vet Existing Translations
+        if: inputs.vet_existing_translations
+        continue-on-error: true
+        timeout-minutes: 300
+        run: |
+          python selfdrive/ui/translations/auto_translate.py --all-files --vet-translations
+
+      - name: Commit and Push Translations
+        run: |
+          if git diff --quiet selfdrive/ui/translations/*.ts; then
+            echo "No translation updates detected."
+            exit 0
+          fi
+
+          git fetch --unshallow origin "${{ needs.get_branch.outputs.branch }}"
+          git checkout "${{ needs.get_branch.outputs.branch }}"
+          git add selfdrive/ui/translations/*.ts
+          git commit --amend --no-edit
+          git push --force origin "${{ needs.get_branch.outputs.branch }}"
+
+  build_and_push:
+    needs: [get_branch, translate]
+    if: ${{ !failure() && !cancelled() && needs.get_branch.result == 'success' }}
+    runs-on: [self-hosted, "${{ inputs.runner }}"]
+    permissions:
+      contents: write
+    defaults:
+      run:
+        working-directory: ${{ env.BUILD_DIR }}
+    steps:
+      - name: Configure Git
+        run: |
+          git config http.postBuffer 104857600
+          git config user.name "$GIT_NAME"
+          git config user.email "$GIT_EMAIL"
+          git remote set-url origin "https://${{ secrets.PERSONAL_ACCESS_TOKEN }}@github.com/FrogAi/StarPilot.git"
+
+      - name: Sync Translation Updates
+        if: inputs.update_translations
+        run: |
+          git fetch origin "${{ needs.get_branch.outputs.branch }}"
+          git reset --hard FETCH_HEAD
+
+      - name: Take Ownership of Build Directory
+        run: |
+          sudo chown -R $(whoami):$(whoami) .
+
+      - name: Clean Build Artifacts
+        run: |
+          find . -name "matlab.*.md" -delete
+
+          find . -type d \( -iname "debug" -o -iname "test" -o -iname "tests" -o -name '__pycache__' \) -exec rm -rf {} +
+
+          find . -type f \( \
+            -name '*.a' -o \
+            -name '*.o' -o \
+            -name '*.onnx' -o \
+            -name '*.os' -o \
+            -name '*.pyc' -o \
+            -name 'moc_*' \
+          \) -delete
+
+          find .github -mindepth 1 -maxdepth 1 ! -name 'workflows' -exec rm -rf {} +
+          find .github/workflows -mindepth 1 ! \( \
+            -type f \( \
+              -name 'compile_starpilot.yaml' -o \
+              -name 'review_pull_request.yaml' -o \
+              -name 'schedule_update.yaml' -o \
+              -name 'update_pr_branch.yaml' -o \
+              -name 'update_release_branch.yaml' -o \
+              -name 'update_tinygrad.yaml' \
+            \) \
+          \) -exec rm -rf {} +
+
+          find panda/board -type f \
+            ! -name '__init__.py' \
+            ! -name 'bootstub.panda.bin' \
+            ! -name 'bootstub.panda_h7.bin' \
+            ! -name 'panda.bin.signed' \
+            ! -name 'panda_h7.bin.signed' \
+            -delete
+
+          find third_party/ -name '*Darwin*' -exec rm -rf {} +
+          find third_party/ -name '*x86*' -exec rm -rf {} +
+
+          rm -f .gitignore .gitmodules .gitattributes .lfsconfig .overlay_init
+
+          rm -rf .sconsign.dblite .vscode/ Jenkinsfile release/ scripts/ site_scons/ teleoprtc_repo/
+
+          find . -type d -empty ! -path "./.git*" -delete
+
+          touch prebuilt
+          [ "${{ inputs.not_vetted }}" = "true" ] && touch not_vetted || true
+
+      - name: Add Update Date File
+        if: inputs.publish_staging
+        continue-on-error: true
+        run: |
+          curl -fLsS https://raw.githubusercontent.com/FrogAi/StarPilot/StarPilot-Staging/.github/update_date -o .github/update_date || echo "No update_date found, skipping..."
+
+      - name: Commit and Push Build
+        run: |
+          git add -f .
+          git commit -m "Compile StarPilot"
+          git push --force origin HEAD
+
+          if [ "${{ inputs.publish_starpilot }}" = "true" ]; then
+            git push --force origin HEAD:StarPilot
+          fi
+
+          if [ "${{ inputs.publish_staging }}" = "true" ]; then
+            git push --force origin HEAD:StarPilot-Staging
+          fi
+
+          if [ "${{ inputs.publish_testing }}" = "true" ]; then
+            git push --force origin HEAD:StarPilot-Testing
+          fi
+
+          if [ -n "$CUSTOM_BRANCH" ]; then
+            git push --force origin HEAD:"$CUSTOM_BRANCH"
+          fi

.github/workflows/docs.yaml

@@ -0,0 +1,65 @@
+name: docs
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+  workflow_call:
+    inputs:
+      run_number:
+        default: '1'
+        required: true
+        type: string
+concurrency:
+  group: docs-tests-ci-run-${{ inputs.run_number }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.run_id || github.head_ref || github.ref }}-${{ github.workflow }}-${{ github.event_name }}
+  cancel-in-progress: true
+
+jobs:
+  docs:
+    name: build docs
+    runs-on: ubuntu-24.04
+    steps:
+    - uses: commaai/timeout@v1
+
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+
+    # Build
+    - name: Build docs
+      run: |
+        # TODO: can we install just the "docs" dependency group without the normal deps?
+        pip install mkdocs
+        mkdocs build
+
+    # Push to docs.comma.ai
+    - uses: actions/checkout@v4
+      if: github.ref == 'refs/heads/master' && github.repository == 'commaai/openpilot'
+      with:
+        path: openpilot-docs
+        ssh-key: ${{ secrets.OPENPILOT_DOCS_KEY }}
+        repository: commaai/openpilot-docs
+    - name: Push
+      if: github.ref == 'refs/heads/master' && github.repository == 'commaai/openpilot'
+      run: |
+        set -x
+
+        source release/identity.sh
+
+        cd openpilot-docs
+        git checkout --orphan tmp
+        git rm -rf .
+
+        # copy over docs
+        cp -r ../docs_site/ docs/
+
+        # GitHub pages config
+        touch docs/.nojekyll
+        echo -n docs.comma.ai > docs/CNAME
+
+        git add -f .
+        git commit -m "build docs"
+
+        # docs live in different repo to not bloat openpilot's full clone size
+        git push -f origin tmp:gh-pages

.github/workflows/jenkins-pr-trigger.yaml

@@ -0,0 +1,59 @@
+name: jenkins scan
+
+on:
+  issue_comment:
+    types: [created, edited]
+
+jobs:
+  # TODO: gc old branches in a separate job in this workflow
+  scan-comments:
+    runs-on: ubuntu-latest
+    if: ${{ github.event.issue.pull_request }}
+    permissions:
+      contents: write
+      issues: write
+    steps:
+    - name: Check for trigger phrase
+      id: check_comment
+      uses: actions/github-script@v7
+      with:
+        script: |
+          const triggerPhrase = "trigger-jenkins";
+          const comment = context.payload.comment.body;
+          const commenter = context.payload.comment.user.login;
+
+          const { data: permissions } = await github.rest.repos.getCollaboratorPermissionLevel({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            username: commenter
+          });
+
+          const hasWriteAccess = permissions.permission === 'write' || permissions.permission === 'admin';
+
+          return (hasWriteAccess && comment.includes(triggerPhrase));
+        result-encoding: json
+
+    - name: Checkout repository
+      if: steps.check_comment.outputs.result == 'true'
+      uses: actions/checkout@v4
+      with:
+        ref: refs/pull/${{ github.event.issue.number }}/head
+
+    - name: Push to tmp-jenkins branch
+      if: steps.check_comment.outputs.result == 'true'
+      run: |
+        git config --global user.name "github-actions[bot]"
+        git config --global user.email "github-actions[bot]@users.noreply.github.com"
+        git checkout -b tmp-jenkins-${{ github.event.issue.number }}
+        GIT_LFS_SKIP_PUSH=1 git push -f origin tmp-jenkins-${{ github.event.issue.number }}
+
+    - name: Delete trigger comment
+      if: steps.check_comment.outputs.result == 'true' && always()
+      uses: actions/github-script@v7
+      with:
+        script: |
+          await github.rest.issues.deleteComment({
+            owner: context.repo.owner,
+            repo: context.repo.repo,
+            comment_id: context.payload.comment.id,
+          });

.github/workflows/mici_raylib_ui_preview.yaml

@@ -0,0 +1,151 @@
+name: "mici raylib ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/assets/**'
+      - 'selfdrive/ui/**'
+      - 'system/ui/**'
+  workflow_dispatch:
+
+env:
+  UI_JOB_NAME: "Create mici raylib UI Report"
+  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
+  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}-mici-raylib-ui"
+  MASTER_BRANCH_NAME: "openpilot_master_ui_mici_raylib"
+  # All report files are pushed here
+  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
+
+jobs:
+  preview:
+    if: github.repository == 'commaai/openpilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+
+      - name: Waiting for ui generation to end
+        uses: lewagon/wait-on-check-action@v1.3.4
+        with:
+          ref: ${{ env.SHA }}
+          check-name: ${{ env.UI_JOB_NAME }}
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-conclusions: success
+          wait-interval: 20
+
+      - name: Getting workflow run ID
+        id: get_run_id
+        run: |
+          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
+
+      - name: Getting proposed ui  # filename: pr_ui/mici_ui_replay.mp4
+        id: download-artifact
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: mici-raylib-report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting master ui  # filename: master_ui_raylib/mici_ui_replay.mp4
+        uses: actions/checkout@v4
+        with:
+          repository: commaai/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_ui_raylib
+          ref: ${{ env.MASTER_BRANCH_NAME }}
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git checkout --orphan=new_master_ui_mici_raylib
+          git rm -rf *
+          git branch -D ${{ env.MASTER_BRANCH_NAME }}
+          git branch -m ${{ env.MASTER_BRANCH_NAME }}
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "mici raylib video for commit ${{ env.SHA }}"
+          git push origin ${{ env.MASTER_BRANCH_NAME }} --force
+
+      - name: Setup FFmpeg
+        uses: AnimMouse/setup-ffmpeg@ae28d57dabbb148eff63170b6bf7f2b60062cbae
+
+      - name: Finding diff
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: |
+          # Find the video file from PR
+          pr_video="${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4"
+          mv "${{ github.workspace }}/pr_ui/mici_ui_replay.mp4" "$pr_video"
+
+          master_video="${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4"
+          mv "${{ github.workspace }}/master_ui_raylib/mici_ui_replay.mp4" "$master_video"
+
+          # Run report
+          export PYTHONPATH=${{ github.workspace }}
+          baseurl="https://github.com/commaai/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
+          diff_exit_code=0
+          python3 ${{ github.workspace }}/selfdrive/ui/tests/diff/diff.py "${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4" "${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4" "diff.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
+
+          # Copy diff report files
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html ${{ github.workspace }}/pr_ui/
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.mp4 ${{ github.workspace }}/pr_ui/
+
+          REPORT_URL="https://commaai.github.io/ci-artifacts/diff_pr_${{ github.event.number }}.html"
+          if [ $diff_exit_code -eq 0 ]; then
+            DIFF="✅ Videos are identical! [View Diff Report]($REPORT_URL)"
+          else
+            DIFF="❌ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"
+          fi
+          echo "DIFF=$DIFF" >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          # Overwrite PR branch w/ proposed ui, and master ui at this point in time for future reference
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "mici raylib video for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+          # Append diff report to report files branch
+          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html diff_pr_${{ github.event.number }}.html
+          git add diff_pr_${{ github.event.number }}.html
+          git commit -m "mici raylib ui diff report for PR #${{ github.event.number }}" || echo "No changes to commit"
+          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+
+      - name: Comment Video on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_video_mici_raylib **${{ github.run_id }}**)_ -->
+            ## mici raylib UI Preview
+            ${{ steps.find_diff.outputs.DIFF }}
+          comment_tag: run_id_video_mici_raylib
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/model_review.yaml

@@ -0,0 +1,42 @@
+name: "model review"
+
+on:
+  pull_request:
+    types: [opened, reopened, synchronize]
+    paths:
+      - 'selfdrive/modeld/models/*.onnx'
+  workflow_dispatch:
+
+jobs:
+  comment:
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+      - name: Checkout master
+        uses: actions/checkout@v4
+        with:
+          ref: master
+          path: base
+      - run: git lfs pull
+      - run: cd base && git lfs pull
+
+      - run: pip install onnx
+
+      - name: scripts/reporter.py
+        id: report
+        run: |
+          echo "content<<EOF" >> $GITHUB_OUTPUT
+          echo "## Model Review" >> $GITHUB_OUTPUT
+          MASTER_PATH=${{ github.workspace }}/base python scripts/reporter.py >> $GITHUB_OUTPUT
+          echo "EOF" >> $GITHUB_OUTPUT
+
+      - name: Post model report comment
+        uses: marocchino/sticky-pull-request-comment@baa7203ed60924babbe5dcd0ac8eae3b66ec5e16
+        with:
+          header: model-review
+          message: ${{ steps.report.outputs.content }}

.github/workflows/prebuilt.yaml

@@ -0,0 +1,39 @@
+name: prebuilt
+on:
+  schedule:
+    - cron: '0 * * * *'
+  workflow_dispatch:
+
+env:
+  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+  BUILD: selfdrive/test/docker_build.sh prebuilt
+
+jobs:
+  build_prebuilt:
+    name: build prebuilt
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    env:
+      PUSH_IMAGE: true
+    permissions:
+      checks: read
+      contents: read
+      packages: write
+    steps:
+    - name: Wait for green check mark
+      if: ${{ github.event_name != 'workflow_dispatch' }}
+      uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
+      with:
+        ref: master
+        wait-interval: 30
+        running-workflow-name: 'build prebuilt'
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        check-regexp: ^((?!.*(build master-ci).*).)*$
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - run: git lfs pull
+    - name: Build and Push docker image
+      run: |
+        $DOCKER_LOGIN
+        eval "$BUILD"

.github/workflows/raylib_ui_preview.yaml

@@ -0,0 +1,175 @@
+name: "raylib ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/assets/**'
+      - 'selfdrive/ui/**'
+      - 'system/ui/**'
+  workflow_dispatch:
+
+env:
+  UI_JOB_NAME: "Create raylib UI Report"
+  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
+  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}-raylib-ui"
+
+jobs:
+  preview:
+    if: github.repository == 'commaai/openpilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - name: Waiting for ui generation to start
+        run: sleep 30
+
+      - name: Waiting for ui generation to end
+        uses: lewagon/wait-on-check-action@v1.3.4
+        with:
+          ref: ${{ env.SHA }}
+          check-name: ${{ env.UI_JOB_NAME }}
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-conclusions: success
+          wait-interval: 20
+
+      - name: Getting workflow run ID
+        id: get_run_id
+        run: |
+          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
+
+      - name: Getting proposed ui
+        id: download-artifact
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: raylib-report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting master ui
+        uses: actions/checkout@v4
+        with:
+          repository: commaai/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_ui_raylib
+          ref: openpilot_master_ui_raylib
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git checkout --orphan=new_master_ui_raylib
+          git rm -rf *
+          git branch -D openpilot_master_ui_raylib
+          git branch -m openpilot_master_ui_raylib
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          mv ${{ github.workspace }}/pr_ui/*.png .
+          git add .
+          git commit -m "raylib screenshots for commit ${{ env.SHA }}"
+          git push origin openpilot_master_ui_raylib --force
+
+      - name: Finding diff
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: >-
+          sudo apt-get update && sudo apt-get install -y imagemagick
+
+          scenes=$(find ${{ github.workspace }}/pr_ui/*.png -type f -printf "%f\n" | cut -d '.' -f 1 | grep -v 'pair_device')
+          A=($scenes)
+
+          DIFF=""
+          TABLE="<details><summary>All Screenshots</summary>"
+          TABLE="${TABLE}<table>"
+
+          for ((i=0; i<${#A[*]}; i=i+1));
+          do
+            # Check if the master file exists
+            if [ ! -f "${{ github.workspace }}/master_ui_raylib/${A[$i]}.png" ]; then
+              # This is a new file in PR UI that doesn't exist in master
+              DIFF="${DIFF}<details open>"
+              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{cyan}\\text{NEW}}\$\$</summary>"
+              DIFF="${DIFF}<table>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}</table>"
+              DIFF="${DIFF}</details>"
+            elif ! compare -fuzz 2% -highlight-color DeepSkyBlue1 -lowlight-color Black -compose Src ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png; then
+              convert ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png -transparent black mask.png
+              composite mask.png ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png
+              convert -delay 100 ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png -loop 0 ${{ github.workspace }}/pr_ui/${A[$i]}_diff.gif
+
+              mv ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_master_ref.png
+
+              DIFF="${DIFF}<details open>"
+              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{red}\\text{DIFFERENT}}\$\$</summary>"
+              DIFF="${DIFF}<table>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> master <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_master_ref.png\"> </td>"
+              DIFF="${DIFF}  <td> proposed <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> diff <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.png\"> </td>"
+              DIFF="${DIFF}  <td> composite diff <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.gif\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}</table>"
+              DIFF="${DIFF}</details>"
+            else
+              rm -f ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png
+            fi
+
+            INDEX=$(($i % 2))
+            if [[ $INDEX -eq 0 ]]; then
+              TABLE="${TABLE}<tr>"
+            fi
+            TABLE="${TABLE}  <td> <img src=\"https://raw.githubusercontent.com/commaai/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+            if [[ $INDEX -eq 1 || $(($i + 1)) -eq ${#A[*]} ]]; then
+              TABLE="${TABLE}</tr>"
+            fi
+          done
+
+          TABLE="${TABLE}</table></details>"
+
+          echo "DIFF=$DIFF$TABLE" >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "raylib screenshots for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+      - name: Comment Screenshots on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_screenshots_raylib **${{ github.run_id }}**)_ -->
+            ## raylib UI Preview
+            ${{ steps.find_diff.outputs.DIFF }}
+          comment_tag: run_id_screenshots_raylib
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/release.yaml

@@ -0,0 +1,42 @@
+name: release
+on:
+  schedule:
+    - cron: '0 9 * * *'
+  workflow_dispatch:
+
+jobs:
+  build_masterci:
+    name: build master-ci
+    env:
+      ImageOS: ubuntu24
+    container:
+      image: ghcr.io/commaai/openpilot-base:latest
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    permissions:
+      checks: read
+      contents: write
+    steps:
+    - name: Install wait-on-check-action dependencies
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y libyaml-dev
+    - name: Wait for green check mark
+      if: ${{ github.event_name == 'schedule' }}
+      uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
+      with:
+        ref: master
+        wait-interval: 30
+        running-workflow-name: 'build master-ci'
+        repo-token: ${{ secrets.GITHUB_TOKEN }}
+        check-regexp: ^((?!.*(build prebuilt).*).)*$
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+        fetch-depth: 0
+    - name: Pull LFS
+      run: |
+        git config --global --add safe.directory '*'
+        git lfs pull
+    - name: Push master-ci
+      run: BRANCH=__nightly release/build_stripped.sh

.github/workflows/repo-maintenance.yaml

@@ -0,0 +1,72 @@
+name: repo maintenance
+
+on:
+  schedule:
+    - cron: "0 14 * * 1" # every Monday at 2am UTC (6am PST)
+  workflow_dispatch:
+
+env:
+  BASE_IMAGE: openpilot-base
+  BUILD: selfdrive/test/docker_build.sh base
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
+jobs:
+  update_translations:
+    runs-on: ubuntu-latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Update translations
+        run: |
+          ${{ env.RUN }} "python3 selfdrive/ui/update_translations.py --vanish"
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@9153d834b60caba6d51c9b9510b087acf9f33f83
+        with:
+          author: Vehicle Researcher <user@comma.ai>
+          commit-message: "Update translations"
+          title: "[bot] Update translations"
+          body: "Automatic PR from repo-maintenance -> update_translations"
+          branch: "update-translations"
+          base: "master"
+          delete-branch: true
+          labels: bot
+
+  package_updates:
+    name: package_updates
+    runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/commaai/openpilot-base:latest
+    if: github.repository == 'commaai/openpilot'
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: uv lock
+      run: |
+        python3 -m ensurepip --upgrade
+        pip3 install uv
+        uv lock --upgrade
+    - name: bump submodules
+      run: |
+        git config --global --add safe.directory '*'
+        git submodule update --remote
+        git add .
+    - name: update car docs
+      run: |
+        export PYTHONPATH="$PWD"
+        scons -j$(nproc) --minimal opendbc_repo
+        python selfdrive/car/docs.py
+        git add docs/CARS.md
+    - name: Create Pull Request
+      uses: peter-evans/create-pull-request@9153d834b60caba6d51c9b9510b087acf9f33f83
+      with:
+        author: Vehicle Researcher <user@comma.ai>
+        token: ${{ secrets.ACTIONS_CREATE_PR_PAT }}
+        commit-message: Update Python packages
+        title: '[bot] Update Python packages'
+        branch: auto-package-updates
+        base: master
+        delete-branch: true
+        body: 'Automatic PR from repo-maintenance -> package_updates'
+        labels: bot

.github/workflows/schedule_update.yaml

@@ -0,0 +1,71 @@
+name: Schedule StarPilot Update
+
+on:
+  workflow_dispatch:
+    inputs:
+      scheduled_date:
+        description: "Enter the date to update the \"StarPilot\" branch (YYYY-MM-DD)"
+        required: true
+
+env:
+  GIT_EMAIL: "91348155+FrogAi@users.noreply.github.com"
+  GIT_NAME: "James"
+  TARGET_BRANCH: "StarPilot-Staging"
+  UPDATE_FILE_PATH: ".github/update_date"
+
+jobs:
+  schedule_update:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Target Branch
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ env.TARGET_BRANCH }}
+          token: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
+          fetch-depth: 3
+
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "$GIT_NAME"
+          git config --global user.email "$GIT_EMAIL"
+
+      - name: Write Schedule Date
+        env:
+          SCHEDULED_DATE: ${{ github.event.inputs.scheduled_date }}
+        run: |
+          echo "$SCHEDULED_DATE" > "$UPDATE_FILE_PATH"
+          git add "$UPDATE_FILE_PATH"
+
+      - name: Get Target Commit Data
+        id: get_target
+        run: |
+          TARGET_COMMIT=$(git rev-parse HEAD~1)
+          AUTHOR_DATE=$(git show -s --format=%aD "$TARGET_COMMIT")
+          COMMITTER_DATE=$(git show -s --format=%cD "$TARGET_COMMIT")
+
+          echo "AUTHOR_DATE=$AUTHOR_DATE" >> "$GITHUB_ENV"
+          echo "COMMITTER_DATE=$COMMITTER_DATE" >> "$GITHUB_ENV"
+          echo "TARGET_COMMIT=$TARGET_COMMIT" >> "$GITHUB_ENV"
+
+      - name: Create Fixup Commit
+        id: fixup_commit
+        run: |
+          if git diff --cached --quiet; then
+            echo "No changes detected."
+            echo "has_changes=false" >> "$GITHUB_OUTPUT"
+          else
+            echo "Changes detected. Creating fixup commit."
+            git commit --fixup="$TARGET_COMMIT"
+            echo "has_changes=true" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Autosquash and Restore Timestamps
+        if: steps.fixup_commit.outputs.has_changes == 'true'
+        run: |
+          GIT_SEQUENCE_EDITOR=: git rebase --autosquash -i HEAD~3
+          git rebase --exec "GIT_COMMITTER_DATE='$COMMITTER_DATE' git commit --amend --no-edit --date='$AUTHOR_DATE'" HEAD~2
+
+      - name: Push Changes
+        if: steps.fixup_commit.outputs.has_changes == 'true'
+        run: |
+          git push origin "$TARGET_BRANCH" --force-with-lease

.github/workflows/setup-with-retry/action.yaml

@@ -0,0 +1,52 @@
+name: 'openpilot env setup, with retry on failure'
+
+inputs:
+  docker_hub_pat:
+    description: 'Auth token for Docker Hub, required for BuildJet jobs'
+    required: false
+    default: ''
+  sleep_time:
+    description: 'Time to sleep between retries'
+    required: false
+    default: 30
+
+outputs:
+  duration:
+    description: 'Duration of the setup process in seconds'
+    value: ${{ steps.get_duration.outputs.duration }}
+
+runs:
+  using: "composite"
+  steps:
+    - id: start_time
+      shell: bash
+      run: echo "START_TIME=$(date +%s)" >> $GITHUB_ENV
+    - id: setup1
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup1.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup2
+      if: steps.setup1.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup2.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup3
+      if: steps.setup2.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      with:
+        is_retried: true
+    - id: get_duration
+      shell: bash
+      run: |
+        END_TIME=$(date +%s)
+        DURATION=$((END_TIME - START_TIME))
+        echo "Total duration: $DURATION seconds"
+        echo "duration=$DURATION" >> $GITHUB_OUTPUT

.github/workflows/setup/action.yaml

@@ -0,0 +1,56 @@
+name: 'openpilot env setup'
+
+inputs:
+  is_retried:
+    description: 'A mock param that asserts that we use the setup-with-retry instead of this action directly'
+    required: false
+    default: 'false'
+
+runs:
+  using: "composite"
+  steps:
+    # assert that this action is retried using the setup-with-retry
+    - shell: bash
+      if: ${{ inputs.is_retried == 'false' }}
+      run: |
+        echo "You should not run this action directly. Use setup-with-retry instead"
+        exit 1
+
+    - shell: bash
+      name: No retries!
+      run: |
+        if [ "${{ github.run_attempt }}" -gt 1 ]; then
+          echo -e "\033[0;31m##################################################"
+          echo -e "\033[0;31m    Retries not allowed! Fix the flaky test!      "
+          echo -e "\033[0;31m##################################################\033[0m"
+          exit 1
+        fi
+
+    # do this after checkout to ensure our custom LFS config is used to pull from GitLab
+    - shell: bash
+      run: git lfs pull
+
+    # build cache
+    - id: date
+      shell: bash
+      run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - shell: bash
+      run: echo "$CACHE_COMMIT_DATE"
+    - id: scons-cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}
+          scons-${{ runner.arch }}
+    # as suggested here: https://github.com/moby/moby/issues/32816#issuecomment-910030001
+    - id: normalize-file-permissions
+      shell: bash
+      name: Normalize file permissions to ensure a consistent docker build cache
+      run: |
+        find . -type f -executable -not -perm 755 -exec chmod 755 {} \;
+        find . -type f -not -executable -not -perm 644 -exec chmod 644 {} \;
+    # build our docker image
+    - shell: bash
+      run: eval ${{ env.BUILD }}

.github/workflows/stale.yaml

@@ -0,0 +1,52 @@
+name: stale
+on:
+  schedule:
+    - cron: '30 1 * * *'
+  workflow_dispatch:
+
+env:
+  DAYS_BEFORE_PR_CLOSE: 7
+  DAYS_BEFORE_PR_STALE: 24
+  DAYS_BEFORE_PR_STALE_DRAFT: 30
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v9
+        with:
+          exempt-all-milestones: true
+
+          # pull request config
+          stale-pr-message: 'This PR has had no activity for ${{ env.DAYS_BEFORE_PR_STALE }} days. It will be automatically closed in ${{ env.DAYS_BEFORE_PR_CLOSE }} days if there is no activity.'
+          close-pr-message: 'This PR has been automatically closed due to inactivity. Feel free to re-open once activity resumes.'
+          stale-pr-label: stale
+          delete-branch: ${{ github.event.pull_request.head.repo.full_name == 'commaai/openpilot' }} # only delete branches on the main repo
+          exempt-pr-labels: "ignore stale,needs testing" # if wip or it needs testing from the community, don't mark as stale
+          days-before-pr-stale: ${{ env.DAYS_BEFORE_PR_STALE }}
+          days-before-pr-close: ${{ env.DAYS_BEFORE_PR_CLOSE }}
+          exempt-draft-pr: false
+
+          # issue config
+          days-before-issue-stale: -1 # ignore issues for now
+
+  # same as above, but give draft PRs more time
+  stale_drafts:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v9
+        with:
+          exempt-all-milestones: true
+
+          # pull request config
+          stale-pr-message: 'This PR has had no activity for ${{ env.DAYS_BEFORE_PR_STALE_DRAFT }} days. It will be automatically closed in ${{ env.DAYS_BEFORE_PR_CLOSE }} days if there is no activity.'
+          close-pr-message: 'This PR has been automatically closed due to inactivity. Feel free to re-open once activity resumes.'
+          stale-pr-label: stale
+          delete-branch: ${{ github.event.pull_request.head.repo.full_name == 'commaai/openpilot' }} # only delete branches on the main repo
+          exempt-pr-labels: "ignore stale,needs testing" # if wip or it needs testing from the community, don't mark as stale
+          days-before-pr-stale: ${{ env.DAYS_BEFORE_PR_STALE_DRAFT }}
+          days-before-pr-close: ${{ env.DAYS_BEFORE_PR_CLOSE }}
+          exempt-draft-pr: true
+
+          # issue config
+          days-before-issue-stale: -1 # ignore issues for now

.github/workflows/tests.yaml

@@ -0,0 +1,294 @@
+name: tests
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+  workflow_dispatch:
+  workflow_call:
+    inputs:
+      run_number:
+        default: '1'
+        required: true
+        type: string
+
+concurrency:
+  group: tests-ci-run-${{ inputs.run_number }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.run_id || github.head_ref || github.ref }}-${{ github.workflow }}-${{ github.event_name }}
+  cancel-in-progress: true
+
+env:
+  PYTHONWARNINGS: error
+  BASE_IMAGE: openpilot-base
+  AZURE_TOKEN: ${{ secrets.AZURE_COMMADATACI_OPENPILOTCI_TOKEN }}
+
+  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+  BUILD: selfdrive/test/docker_build.sh base
+
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
+  PYTEST: pytest --continue-on-collection-errors --durations=0 -n logical
+
+jobs:
+  build_release:
+    name: build release
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    env:
+      STRIPPED_DIR: /tmp/releasepilot
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: Getting LFS files
+      uses: nick-fields/retry@7152eba30c6575329ac0576536151aca5a72780e
+      with:
+        timeout_minutes: 2
+        max_attempts: 3
+        command: git lfs pull
+    - name: Build devel
+      timeout-minutes: 1
+      run: TARGET_DIR=$STRIPPED_DIR release/build_stripped.sh
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Build openpilot and run checks
+      timeout-minutes: ${{ ((steps.restore-scons-cache.outputs.cache-hit == 'true') && 10 || 30) }} # allow more time when we missed the scons cache
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "python3 system/manager/build.py"
+    - name: Run tests
+      timeout-minutes: 1
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "release/check-dirty.sh"
+    - name: Check submodules
+      if: github.repository == 'commaai/openpilot'
+      timeout-minutes: 3
+      run: release/check-submodules.sh
+
+  build:
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - name: Setup docker push
+      if: github.ref == 'refs/heads/master' && github.event_name != 'pull_request' && github.repository == 'commaai/openpilot'
+      run: |
+        echo "PUSH_IMAGE=true" >> "$GITHUB_ENV"
+        $DOCKER_LOGIN
+    - uses: ./.github/workflows/setup-with-retry
+    - uses: ./.github/workflows/compile-openpilot
+      timeout-minutes: 30
+
+  build_mac:
+    name: build macOS
+    if: false # tmp disable due to brew install not working
+    runs-on: ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-macos-8x14' || 'macos-latest' }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - name: Homebrew cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: ~/Library/Caches/Homebrew
+        key: brew-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          brew-macos-${{ env.CACHE_COMMIT_DATE }}
+          brew-macos
+    - name: Install dependencies
+      run: ./tools/mac_setup.sh
+      env:
+        PYTHONWARNINGS: default  # package install has DeprecationWarnings
+        HOMEBREW_DISPLAY_INSTALL_TIMES: 1
+    - run: git lfs pull
+    - name: Getting scons cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: /tmp/scons_cache
+        key: scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}
+          scons-${{ runner.arch }}-macos
+    - name: Building openpilot
+      run: . .venv/bin/activate && scons -j$(nproc)
+
+  static_analysis:
+    name: static analysis
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    env:
+      PYTHONWARNINGS: default
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+    - name: Static analysis
+      timeout-minutes: 1
+      run: ${{ env.RUN }} "scripts/lint/lint.sh"
+
+  unit_tests:
+    name: unit tests
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
+    - name: Build openpilot
+      run: ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Run unit tests
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 20 }}
+      run: |
+        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
+                        # Pre-compile Python bytecode so each pytest worker doesn't need to
+                        $PYTEST --collect-only -m 'not slow' -qq && \
+                        MAX_EXAMPLES=1 $PYTEST -m 'not slow' && \
+                        chmod -R 777 /tmp/comma_download_cache"
+
+  process_replay:
+    name: process replay
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
+    - name: Cache test routes
+      id: dependency-cache
+      uses: actions/cache@v4
+      with:
+        path: .ci_cache/comma_download_cache
+        key: proc-replay-${{ hashFiles('selfdrive/test/process_replay/ref_commit', 'selfdrive/test/process_replay/test_processes.py') }}
+    - name: Build openpilot
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Run replay
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.dependency-cache.outputs.cache-hit == 'true') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 20 }}
+      run: |
+        ${{ env.RUN }} "selfdrive/test/process_replay/test_processes.py -j$(nproc) && \
+                        chmod -R 777 /tmp/comma_download_cache"
+    - name: Print diff
+      id: print-diff
+      if: always()
+      run: cat selfdrive/test/process_replay/diff.txt
+    - uses: actions/upload-artifact@v4
+      if: always()
+      continue-on-error: true
+      with:
+        name: process_replay_diff.txt
+        path: selfdrive/test/process_replay/diff.txt
+    - name: Upload reference logs
+      if: false # TODO: move this to github instead of azure
+      run: |
+        ${{ env.RUN }} "unset PYTHONWARNINGS && AZURE_TOKEN='$AZURE_TOKEN' python3 selfdrive/test/process_replay/test_processes.py -j$(nproc) --upload-only"
+    - name: Run regen
+      if: false
+      timeout-minutes: 4
+      run: |
+        ${{ env.RUN }} "ONNXCPU=1 $PYTEST selfdrive/test/process_replay/test_regen.py && \
+                        chmod -R 777 /tmp/comma_download_cache"
+
+  simulator_driving:
+    name: simulator driving
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    if: false  # FIXME: Started to timeout recently
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        submodules: true
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
+    - name: Build openpilot
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Driving test
+      timeout-minutes: ${{ (steps.setup-step.outputs.duration < 18) && 1 || 2 }}
+      run: |
+        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
+                        source selfdrive/test/setup_vsound.sh && \
+                        CI=1 pytest -s tools/sim/tests/test_metadrive_bridge.py"
+
+  create_raylib_ui_report:
+    name: Create raylib UI Report
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc)"
+      - name: Create raylib UI Report
+        run: >
+          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
+                          source selfdrive/test/setup_xvfb.sh &&
+                          python3 selfdrive/ui/tests/test_ui/raylib_screenshots.py"
+      - name: Upload Raylib UI Report
+        uses: actions/upload-artifact@v4
+        with:
+          name: raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          path: selfdrive/ui/tests/test_ui/raylib_report/screenshots
+
+  create_mici_raylib_ui_report:
+    name: Create mici raylib UI Report
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc)"
+      - name: Create mici raylib UI Report
+        run: >
+          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
+                          source selfdrive/test/setup_xvfb.sh &&
+                          WINDOWED=1 python3 selfdrive/ui/tests/diff/replay.py"
+      - name: Upload Raylib UI Report
+        uses: actions/upload-artifact@v4
+        with:
+          name: mici-raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          path: selfdrive/ui/tests/diff/report

.github/workflows/update_release_branch.yaml

@@ -0,0 +1,107 @@
+name: Update StarPilot Branch
+
+on:
+  schedule:
+    - cron: "0 18 * * 6"
+
+env:
+  BRANCH_STARPILOT: StarPilot
+  BRANCH_PREVIOUS: StarPilot-Previous
+  BRANCH_STAGING: StarPilot-Staging
+  GIT_EMAIL: "91348155+FrogAi@users.noreply.github.com"
+  GIT_NAME: "James"
+  GITHUB_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
+  TZ: America/Phoenix
+  UPDATE_FILE: .github/update_date
+
+jobs:
+  check_update:
+    runs-on: ubuntu-latest
+    outputs:
+      update_due: ${{ steps.check_update.outputs.update_due }}
+      scheduled_date: ${{ steps.check_update.outputs.scheduled_date }}
+    steps:
+      - name: Check Update Status
+        id: check_update
+        env:
+          REPO_NAME: ${{ github.repository }}
+        run: |
+          URL="https://raw.githubusercontent.com/$REPO_NAME/$BRANCH_STAGING/$UPDATE_FILE"
+          STATUS=$(curl -o /dev/null -s -w "%{http_code}\n" "$URL")
+
+          if [ "$STATUS" != "200" ]; then
+            echo "update_due=false" >> "$GITHUB_OUTPUT"
+            exit 0
+          fi
+
+          SCHEDULED_DATE=$(curl -s "$URL")
+          CURRENT_DATE=$(TZ="$TZ" date +%F)
+
+          if [ "$SCHEDULED_DATE" == "$CURRENT_DATE" ]; then
+            echo "update_due=true" >> "$GITHUB_OUTPUT"
+            echo "scheduled_date=$SCHEDULED_DATE" >> "$GITHUB_OUTPUT"
+          else
+            echo "update_due=false" >> "$GITHUB_OUTPUT"
+          fi
+
+  update_branch:
+    needs: check_update
+    if: ${{ needs.check_update.outputs.update_due == 'true' }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Staging
+        uses: actions/checkout@v4
+        with:
+          ref: ${{ env.BRANCH_STAGING }}
+          fetch-depth: 0
+          token: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
+
+      - name: Configure Git Identity
+        run: |
+          git config --global user.name "$GIT_NAME"
+          git config --global user.email "$GIT_EMAIL"
+
+      - name: Update README and Cleanup
+        env:
+          SCHEDULED_DATE: ${{ needs.check_update.outputs.scheduled_date }}
+        run: |
+          DAY=$(TZ="$TZ" date +'%d' | sed 's/^0//')
+          case "$DAY" in
+            1|21|31) SUFFIX="st" ;;
+            2|22)    SUFFIX="nd" ;;
+            3|23)    SUFFIX="rd" ;;
+            *)       SUFFIX="th" ;;
+          esac
+
+          MONTH=$(TZ="$TZ" date +'%B')
+          YEAR=$(TZ="$TZ" date +'%Y')
+          DATE_FMT="${MONTH} ${DAY}${SUFFIX}, ${YEAR}"
+          DATE_ESCAPED=$(printf '%s' "$DATE_FMT" | sed -E 's/ /%20/g; s/,/%2C/g')
+
+          sed -i -E "s|(Last%20Updated-)[^-)]*|\1${DATE_ESCAPED}|g" README.md
+
+          git rm -f "$UPDATE_FILE"
+          git add README.md
+          git commit -m "Updated README date to ${DATE_FMT}"
+
+          git reset --soft HEAD~2
+          ORIGINAL_MSG=$(git log -1 --pretty=%B HEAD)
+
+          COMMIT_PHX=$(TZ="$TZ" date -d "$SCHEDULED_DATE 12:00" +"%Y-%m-%dT%H:%M:%S %z")
+          GIT_COMMITTER_DATE="$COMMIT_PHX" GIT_AUTHOR_DATE="$COMMIT_PHX" git commit -m "$ORIGINAL_MSG"
+
+      - name: Wait Until Noon ${{ env.TZ }}
+        run: |
+          NOW=$(TZ="$TZ" date +%s)
+          TARGET=$(TZ="$TZ" date -d "12:00" +%s)
+
+          if [ "$NOW" -lt "$TARGET" ]; then
+            sleep $((TARGET - NOW))
+          fi
+
+      - name: Push and Sync Branches
+        run: |
+          git push origin "$BRANCH_STAGING" --force
+          git fetch origin "$BRANCH_STARPILOT:$BRANCH_STARPILOT"
+          git push origin "$BRANCH_STARPILOT:$BRANCH_PREVIOUS" --force
+          git push origin "$BRANCH_STAGING:$BRANCH_STARPILOT" --force

.github/workflows/update_tinygrad.yaml

@@ -0,0 +1,95 @@
+name: Update Tinygrad
+
+on:
+  workflow_dispatch:
+    inputs:
+      runner:
+        description: "Select runner"
+        type: choice
+        options:
+          - c3
+          - c3x
+        default: "c3"
+        required: true
+
+env:
+  GIT_EMAIL: "91348155+FrogAi@users.noreply.github.com"
+  GIT_NAME: "James"
+  GITLAB_REPO_DIR: "StarPilot-Resources"
+  GITLAB_URL: "gitlab.com/FrogAi/StarPilot-Resources.git"
+  OPENPILOT_DIR: "/data/openpilot"
+
+jobs:
+  update_tinygrad:
+    runs-on: [self-hosted, "${{ inputs.runner }}"]
+    steps:
+      - name: Get Version
+        id: get_version
+        run: |
+          VERSION=$(grep -oP '^VERSION\s*=\s*"\K[^"]+' "$OPENPILOT_DIR/starpilot/assets/model_manager.py")
+          echo "VERSION=$VERSION"
+          echo "version=$VERSION" >> "$GITHUB_OUTPUT"
+
+      - name: Setup Workspace and Clone GitLab
+        id: setup
+        env:
+          GITLAB_TOKEN: ${{ secrets.GITLAB_TOKEN }}
+        run: |
+          WORK_DIR="$RUNNER_TEMP/starpilot_tinygrad"
+          rm -rf "$WORK_DIR" && mkdir -p "$WORK_DIR"
+          echo "work_dir=$WORK_DIR" >> "$GITHUB_OUTPUT"
+
+          cd "$WORK_DIR"
+          git clone --depth 1 --branch Tinygrad "https://oauth2:${GITLAB_TOKEN}@$GITLAB_URL"
+
+      - name: Create Tinygrad Archive
+        working-directory: ${{ env.OPENPILOT_DIR }}
+        env:
+          WORK_DIR: ${{ steps.setup.outputs.work_dir }}
+          VERSION: ${{ steps.get_version.outputs.version }}
+        run: |
+          set -euo pipefail
+
+          ARCHIVE_DEST="$WORK_DIR/$GITLAB_REPO_DIR"
+          ARCHIVE_NAME="Tinygrad_$VERSION.tar.gz"
+
+          DUMMY_DIR=$(mktemp -d)
+          touch "$DUMMY_DIR/SConscript"
+
+          tar -czf "$ARCHIVE_DEST/$ARCHIVE_NAME" \
+            --exclude="*.a" \
+            --exclude="*.o" \
+            --exclude="*.onnx" \
+            --exclude="*__pycache__*" \
+            --exclude="*tests*" \
+            --exclude="selfdrive/modeld/SConscript" \
+            selfdrive/modeld tinygrad_repo \
+            -C "$DUMMY_DIR" \
+            --transform 's|^SConscript$|selfdrive/modeld/SConscript|' \
+            SConscript
+
+          rm -rf "$DUMMY_DIR"
+
+      - name: Push Updated Tinygrad
+        working-directory: ${{ steps.setup.outputs.work_dir }}/${{ env.GITLAB_REPO_DIR }}
+        env:
+          VERSION: ${{ steps.get_version.outputs.version }}
+        run: |
+          git config user.name "$GIT_NAME"
+          git config user.email "$GIT_EMAIL"
+
+          git add Tinygrad_*.tar.gz
+
+          if git diff --staged --quiet; then
+            echo "No changes to commit."
+          else
+            git commit -m "Updated Tinygrad: $VERSION"
+            git push origin Tinygrad
+          fi
+
+      - name: Cleanup Temporary Files
+        if: always()
+        env:
+          WORK_DIR: ${{ steps.setup.outputs.work_dir }}
+        run: |
+          rm -rf "$WORK_DIR"

.gitignore

@@ -7,14 +7,16 @@ venv/
 .tags
 .ipynb_checkpoints
 .idea
-*.iml
 .overlay_init
 .overlay_consistent
 .sconsign.dblite
-model2.png
 a.out
 .hypothesis
 .cache/
+.host_runtime/
+.comma_sysroot/
+.venv-linux-arm64/
+compiledmodels/
 
 /docs_site/
 
@@ -38,29 +40,21 @@ a.out
 *.class
 *.pyxbldc
 *.vcd
-*.qm
+*.mo
 *_pyx.cpp
+*.stats
 config.json
 clcache
 compile_commands.json
 compare_runtime*.html
 
-persist
-selfdrive/pandad/pandad
 cereal/services.h
 cereal/gen
-cereal/messaging/bridge
-selfdrive/mapd/default_speeds_by_region.json
-system/proclogd/proclogd
 selfdrive/ui/translations/tmp
-selfdrive/test/longitudinal_maneuvers/out
 selfdrive/car/tests/cars_dump
-system/camerad/camerad
 system/camerad/test/ae_gray_test
-
-notebooks
-hyperthneed
-provisioning
+selfdrive/ui/ui.macos
+selfdrive/ui/ui.larch64
 
 .coverage*
 coverage.xml
@@ -74,7 +68,18 @@ cppcheck_report.txt
 comma*.sh
 
 selfdrive/modeld/models/*.pkl
+!selfdrive/modeld/models/driving_vision_tinygrad.pkl
+!selfdrive/modeld/models/driving_policy_tinygrad.pkl
+!selfdrive/modeld/models/driving_vision_metadata.pkl
+!selfdrive/modeld/models/driving_policy_metadata.pkl
+!selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl
+!selfdrive/modeld/models/dmonitoring_model_metadata.pkl
+!selfdrive/modeld/models/warp_1928x1208_tinygrad.pkl
+!selfdrive/modeld/models/warp_1344x760_tinygrad.pkl
+!selfdrive/modeld/models/dm_warp_1928x1208_tinygrad.pkl
+!selfdrive/modeld/models/dm_warp_1344x760_tinygrad.pkl
 
+# openpilot log files
 *.bz2
 *.zst
 
@@ -103,3 +108,29 @@ Pipfile
 # Ignore all local history of files
 .history
 .ionide
+
+# Keep prebuilt runtime artifacts trackable
+!cereal/messaging/bridge
+!system/camerad/camerad
+!system/loggerd/loggerd
+!system/loggerd/encoderd
+!system/loggerd/bootlog
+!selfdrive/pandad/pandad
+!cereal/services.h
+!cereal/libcereal.a
+!cereal/libsocketmaster.a
+!common/params_pyx.so
+!common/params_pyx.cpp
+!common/transformations/transformations.so
+!selfdrive/modeld/models/commonmodel_pyx.so
+!selfdrive/pandad/pandad_api_impl.so
+!selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_ocp_solver_pyx.so
+!selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/libacados_ocp_solver_lat.so
+!selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_ocp_solver_pyx.so
+!selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/libacados_ocp_solver_long.so
+!common/libcommon.a
+!msgq_repo/msgq/ipc_pyx.so
+!msgq_repo/msgq/visionipc/visionipc_pyx.so
+!rednose_repo/rednose/helpers/ekf_sym_pyx.so
+!panda/board/obj/
+!panda/board/obj/**

.vscode/extensions.json

@@ -4,5 +4,6 @@
     "ms-vscode.cpptools",
     "elagil.pre-commit-helper",
     "charliermarsh.ruff",
+    "openai.chatgpt",
   ]
 }

.vscode/launch.json

@@ -23,6 +23,11 @@
       "id": "args",
       "description": "Arguments to pass to the process",
       "type": "promptString"
+    },
+    {
+      "id": "replayArg",
+      "type": "promptString",
+      "description": "Enter route or segment to replay."
     }
   ],
   "configurations": [
@@ -40,7 +45,41 @@
       "type": "cppdbg",
       "request": "launch",
       "program": "${workspaceFolder}/${input:cpp_process}",
-      "cwd": "${workspaceFolder}",
+      "cwd": "${workspaceFolder}"
+    },
+    {
+      "name": "Attach LLDB to Replay drive",
+      "type": "lldb",
+      "request": "attach",
+      "pid": "${command:pickMyProcess}",
+      "initCommands": [
+        "script import time; time.sleep(3)"
+      ]
+    },
+    {
+      "name": "Replay drive",
+      "type": "debugpy",
+      "request": "launch",
+      "program": "${workspaceFolder}/opendbc/safety/tests/safety_replay/replay_drive.py",
+      "args": [
+        "${input:replayArg}"
+      ],
+      "console": "integratedTerminal",
+      "justMyCode": false,
+      "env": {
+        "PYTHONPATH": "${workspaceFolder}"
+      },
+      "subProcess": true,
+      "stopOnEntry": false
+    }
+  ],
+  "compounds": [
+    {
+      "name": "Replay drive + Safety LLDB",
+      "configurations": [
+        "Replay drive",
+        "Attach LLDB to Replay drive"
+      ]
     }
   ]
 }

Dockerfile.openpilot

@@ -9,4 +9,6 @@ WORKDIR ${OPENPILOT_PATH}
 
 COPY . ${OPENPILOT_PATH}/
 
-RUN scons --cache-readonly -j$(nproc)
+ENV UV_BIN="/home/batman/.local/bin/"
+ENV PATH="$UV_BIN:$PATH"
+RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)

Jenkinsfile

@@ -0,0 +1,269 @@
+def retryWithDelay(int maxRetries, int delay, Closure body) {
+  for (int i = 0; i < maxRetries; i++) {
+    try {
+      return body()
+    } catch (Exception e) {
+      sleep(delay)
+    }
+  }
+  throw Exception("Failed after ${maxRetries} retries")
+}
+
+def device(String ip, String step_label, String cmd) {
+  withCredentials([file(credentialsId: 'id_rsa', variable: 'key_file')]) {
+    def ssh_cmd = """
+ssh -o ConnectTimeout=5 -o ServerAliveInterval=5 -o ServerAliveCountMax=2 -o BatchMode=yes -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' exec /usr/bin/bash <<'END'
+
+set -e
+
+export TERM=xterm-256color
+
+shopt -s huponexit # kill all child processes when the shell exits
+
+export CI=1
+export PYTHONWARNINGS=error
+export LOGPRINT=debug
+export TEST_DIR=${env.TEST_DIR}
+export SOURCE_DIR=${env.SOURCE_DIR}
+export GIT_BRANCH=${env.GIT_BRANCH}
+export GIT_COMMIT=${env.GIT_COMMIT}
+export CI_ARTIFACTS_TOKEN=${env.CI_ARTIFACTS_TOKEN}
+export GITHUB_COMMENTS_TOKEN=${env.GITHUB_COMMENTS_TOKEN}
+export AZURE_TOKEN='${env.AZURE_TOKEN}'
+# only use 1 thread for tici tests since most require HIL
+export PYTEST_ADDOPTS="-n0 -s"
+
+
+export GIT_SSH_COMMAND="ssh -i /data/gitkey"
+
+source ~/.bash_profile
+if [ -f /TICI ]; then
+  source /etc/profile
+
+  rm -rf /tmp/tmp*
+  rm -rf ~/.commacache
+  rm -rf /dev/shm/*
+  rm -rf /dev/tmp/tmp*
+
+  if ! systemctl is-active --quiet systemd-resolved; then
+    echo "restarting resolved"
+    sudo systemctl start systemd-resolved
+    sleep 3
+  fi
+
+  # restart aux USB
+  if [ -e /sys/bus/usb/drivers/hub/3-0:1.0 ]; then
+    echo "restarting aux usb"
+    echo "3-0:1.0" | sudo tee /sys/bus/usb/drivers/hub/unbind
+    sleep 0.5
+    echo "3-0:1.0" | sudo tee /sys/bus/usb/drivers/hub/bind
+  fi
+fi
+if [ -f /data/openpilot/launch_env.sh ]; then
+  source /data/openpilot/launch_env.sh
+fi
+
+ln -snf ${env.TEST_DIR} /data/pythonpath
+
+cd ${env.TEST_DIR} || true
+time ${cmd}
+END"""
+
+    sh script: ssh_cmd, label: step_label
+  }
+}
+
+def deviceStage(String stageName, String deviceType, List extra_env, def steps) {
+  stage(stageName) {
+    if (currentBuild.result != null) {
+        return
+    }
+
+    if (isReplay()) {
+      error("REPLAYING TESTS IS NOT ALLOWED. FIX THEM INSTEAD.")
+    }
+
+    def extra = extra_env.collect { "export ${it}" }.join('\n');
+    def branch = env.BRANCH_NAME ?: 'master';
+    def gitDiff = sh returnStdout: true, script: 'curl -s -H "Authorization: Bearer ${GITHUB_COMMENTS_TOKEN}" https://api.github.com/repos/commaai/openpilot/compare/master...${GIT_BRANCH} | jq .files[].filename || echo "/"', label: 'Getting changes'
+
+    lock(resource: "", label: deviceType, inversePrecedence: true, variable: 'device_ip', quantity: 1, resourceSelectStrategy: 'random') {
+      docker.image('ghcr.io/commaai/alpine-ssh').inside('--user=root') {
+        timeout(time: 35, unit: 'MINUTES') {
+          retry (3) {
+            def date = sh(script: 'date', returnStdout: true).trim();
+            device(device_ip, "set time", "date -s '" + date + "'")
+            device(device_ip, "git checkout", extra + "\n" + readFile("selfdrive/test/setup_device_ci.sh"))
+          }
+          steps.each { item ->
+            def name = item[0]
+            def cmd = item[1]
+
+            def args = item[2]
+            def diffPaths = args.diffPaths ?: []
+            def cmdTimeout = args.timeout ?: 9999
+
+            if (branch != "master" && !branch.contains("__jenkins_loop_") && diffPaths && !hasPathChanged(gitDiff, diffPaths)) {
+              println "Skipping ${name}: no changes in ${diffPaths}."
+              return
+            } else {
+              timeout(time: cmdTimeout, unit: 'SECONDS') {
+                device(device_ip, name, cmd)
+              }
+            }
+          }
+        }
+      }
+    }
+  }
+}
+
+def hasPathChanged(String gitDiff, List<String> paths) {
+  for (path in paths) {
+    if (gitDiff.contains(path)) {
+      return true
+    }
+  }
+  return false
+}
+
+def isReplay() {
+  def replayClass = "org.jenkinsci.plugins.workflow.cps.replay.ReplayCause"
+  return currentBuild.rawBuild.getCauses().any{ cause -> cause.toString().contains(replayClass) }
+}
+
+def setupCredentials() {
+  withCredentials([
+    string(credentialsId: 'azure_token', variable: 'AZURE_TOKEN'),
+  ]) {
+    env.AZURE_TOKEN = "${AZURE_TOKEN}"
+  }
+
+  withCredentials([
+    string(credentialsId: 'ci_artifacts_pat', variable: 'CI_ARTIFACTS_TOKEN'),
+  ]) {
+    env.CI_ARTIFACTS_TOKEN = "${CI_ARTIFACTS_TOKEN}"
+  }
+
+  withCredentials([
+    string(credentialsId: 'post_comments_github_pat', variable: 'GITHUB_COMMENTS_TOKEN'),
+  ]) {
+    env.GITHUB_COMMENTS_TOKEN = "${GITHUB_COMMENTS_TOKEN}"
+  }
+}
+
+def step(String name, String cmd, Map args = [:]) {
+  return [name, cmd, args]
+}
+
+node {
+  env.CI = "1"
+  env.PYTHONWARNINGS = "error"
+  env.TEST_DIR = "/data/openpilot"
+  env.SOURCE_DIR = "/data/openpilot_source/"
+  setupCredentials()
+
+  env.GIT_BRANCH = checkout(scm).GIT_BRANCH
+  env.GIT_COMMIT = checkout(scm).GIT_COMMIT
+
+  def excludeBranches = ['__nightly', 'devel', 'devel-staging', 'release3', 'release3-staging',
+                         'release-tici', 'release-tizi', 'release-tizi-staging', 'testing-closet*', 'hotfix-*']
+  def excludeRegex = excludeBranches.join('|').replaceAll('\\*', '.*')
+
+  if (env.BRANCH_NAME != 'master' && !env.BRANCH_NAME.contains('__jenkins_loop_')) {
+    properties([
+        disableConcurrentBuilds(abortPrevious: true)
+    ])
+  }
+
+  try {
+    if (env.BRANCH_NAME == 'devel-staging') {
+      deviceStage("build release-tizi-staging", "tizi-needs-can", [], [
+        step("build release-tizi-staging", "RELEASE_BRANCH=release-tizi-staging $SOURCE_DIR/release/build_release.sh"),
+      ])
+    }
+
+    if (env.BRANCH_NAME == '__nightly') {
+      parallel (
+        'nightly': {
+          deviceStage("build nightly", "tizi-needs-can", [], [
+            step("build nightly", "RELEASE_BRANCH=nightly $SOURCE_DIR/release/build_release.sh"),
+          ])
+        },
+        'nightly-dev': {
+          deviceStage("build nightly-dev", "tizi-needs-can", [], [
+            step("build nightly-dev", "PANDA_DEBUG_BUILD=1 RELEASE_BRANCH=nightly-dev $SOURCE_DIR/release/build_release.sh"),
+          ])
+        },
+      )
+    }
+
+    if (!env.BRANCH_NAME.matches(excludeRegex)) {
+    parallel (
+      'onroad tests': {
+        deviceStage("onroad", "tizi-needs-can", ["UNSAFE=1"], [
+          step("build openpilot", "cd system/manager && ./build.py"),
+          step("check dirty", "release/check-dirty.sh"),
+          step("onroad tests", "pytest selfdrive/test/test_onroad.py -s", [timeout: 60]),
+        ])
+      },
+      'HW + Unit Tests': {
+        deviceStage("tizi-hardware", "tizi-common", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py"),
+          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
+          step("test power draw", "pytest -s system/hardware/tici/tests/test_power_draw.py"),
+          step("test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py", [diffPaths: ["system/loggerd/"]]),
+          step("test manager", "pytest system/manager/test/test_manager.py"),
+        ])
+      },
+      'loopback': {
+        deviceStage("loopback", "tizi-loopback", ["UNSAFE=1"], [
+          step("build openpilot", "cd system/manager && ./build.py"),
+          step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
+        ])
+      },
+      'camerad OX03C10': {
+        deviceStage("OX03C10", "tizi-ox03c10", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py"),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
+          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
+        ])
+      },
+      'camerad OS04C10': {
+        deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py"),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
+          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
+        ])
+      },
+      'sensord': {
+        deviceStage("LSM + MMC", "tizi-lsmc", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py"),
+          step("test sensord", "pytest system/sensord/tests/test_sensord.py"),
+        ])
+      },
+      'replay': {
+        deviceStage("model-replay", "tizi-replay", ["UNSAFE=1"], [
+          step("build", "cd system/manager && ./build.py", [diffPaths: ["selfdrive/modeld/", "tinygrad_repo", "selfdrive/test/process_replay/model_replay.py"]]),
+          step("model replay", "selfdrive/test/process_replay/model_replay.py", [diffPaths: ["selfdrive/modeld/", "tinygrad_repo", "selfdrive/test/process_replay/model_replay.py"]]),
+        ])
+      },
+      'tizi': {
+        deviceStage("tizi", "tizi", ["UNSAFE=1"], [
+          step("build openpilot", "cd system/manager && ./build.py"),
+          step("test pandad loopback", "SINGLE_PANDA=1 pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
+          step("test pandad spi", "pytest selfdrive/pandad/tests/test_pandad_spi.py"),
+          step("test amp", "pytest system/hardware/tici/tests/test_amplifier.py"),
+          // TODO: enable once new AGNOS is available
+          // step("test esim", "pytest system/hardware/tici/tests/test_esim.py"),
+          step("test qcomgpsd", "pytest system/qcomgpsd/tests/test_qcomgpsd.py", [diffPaths: ["system/qcomgpsd/"]]),
+        ])
+      },
+
+    )
+    }
+  } catch (Exception e) {
+    currentBuild.result = 'FAILED'
+    throw e
+  }
+}

README.md

@@ -1,107 +1,75 @@
-<div align="center" style="text-align: center;">
+# StarPilot
 
-<h1>openpilot</h1>
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/firestar5683/StarPilot)
+[![Discord](https://img.shields.io/discord/1137853399715549214?label=Discord)](https://firestar.link/discord)
+[![Last Updated](https://img.shields.io/github/last-commit/firestar5683/StarPilot/StarPilot)](https://github.com/firestar5683/StarPilot)
+[![Wiki](https://img.shields.io/badge/Wiki-StarPilot-blue?logo=wiki)](https://wiki.firestar.link)
 
-<p>
-  <b>openpilot is an operating system for robotics.</b>
-  <br>
-  Currently, it upgrades the driver assistance system in 300+ supported cars.
-</p>
+**StarPilot** is a custom fork of [comma.ai's openpilot](https://comma.ai/openpilot),
+an open source driver assistance system.
 
-<h3>
-  <a href="https://docs.comma.ai">Docs</a>
-  <span> · </span>
-  <a href="https://docs.comma.ai/contributing/roadmap/">Roadmap</a>
-  <span> · </span>
-  <a href="https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md">Contribute</a>
-  <span> · </span>
-  <a href="https://discord.comma.ai">Community</a>
-  <span> · </span>
-  <a href="https://comma.ai/shop">Try it on a comma 3X</a>
-</h3>
+Openpilot provides
+* Automated Lane Centering
+* Adaptive Cruise Control
+* Lane Change Assist
+* Driver Monitoring *without wheel nags*
 
-Quick start: `bash <(curl -fsSL openpilot.comma.ai)`
+StarPilot adds support for many GM vehicles along with improved tuning,
+especially for radar-less (camera only) vehicles.
 
-[![openpilot tests](https://github.com/commaai/openpilot/actions/workflows/selfdrive_tests.yaml/badge.svg)](https://github.com/commaai/openpilot/actions/workflows/selfdrive_tests.yaml)
-[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
-[![X Follow](https://img.shields.io/twitter/follow/comma_ai)](https://x.com/comma_ai)
-[![Discord](https://img.shields.io/discord/469524606043160576)](https://discord.comma.ai)
+StarPilot is built off of [StarPilot](https://github.com/FrogAi/StarPilot)
+and supports the major features StarPilot offers.
 
-</div>
+StarPilot has a vibrant, welcoming community [discord](https://firestar.link/discord).
+Stop by to chat or ask questions!
 
-<table>
-  <tr>
-    <td><a href="https://youtu.be/NmBfgOanCyk" title="Video By Greer Viau"><img src="https://github.com/commaai/openpilot/assets/8762862/2f7112ae-f748-4f39-b617-fabd689c3772"></a></td>
-    <td><a href="https://youtu.be/VHKyqZ7t8Gw" title="Video By Logan LeGrand"><img src="https://github.com/commaai/openpilot/assets/8762862/92351544-2833-40d7-9e0b-7ef7ae37ec4c"></a></td>
-    <td><a href="https://youtu.be/SUIZYzxtMQs" title="A drive to Taco Bell"><img src="https://github.com/commaai/openpilot/assets/8762862/05ceefc5-2628-439c-a9b2-89ce77dc6f63"></a></td>
-  </tr>
-</table>
+## Documentation
 
+Please see [https://wiki.firestar.link](https://wiki.firestar.link) for hardware lists,
+installation guides, and software configuration.
 
-Using openpilot in a car
-------
+## Features
 
-To use openpilot in a car, you need four things:
-1. **Supported Device:** a comma 3/3X, available at [comma.ai/shop](https://comma.ai/shop/comma-3x).
-2. **Software:** The setup procedure for the comma 3/3X allows users to enter a URL for custom software. Use the URL `openpilot.comma.ai` to install the release version.
-3. **Supported Car:** Ensure that you have one of [the 275+ supported cars](docs/CARS.md).
-4. **Car Harness:** You will also need a [car harness](https://comma.ai/shop/car-harness) to connect your comma 3/3X to your car.
+* Full support for Comma C3, C3X, and C4
+  * C4 is currently in release testing. Join our fleet of C4 testers!
+* Model switcher with all of comma's tinygrad driving models
+* Special longitudinal planner tuning for VoACC (visual only, radar-less) vehicles
+* Galaxy: StarPilot's portal to configure your comma device using your phone from anywhere.
+Download models, change settings, update software, visualize live model outputs for tuning.
+* Always On Lateral (full time steering assist)*
+* Speed Limit Controller*
+* Learning Curve Speed Controller*
+* Conditional Experimental Mode (CEM)*
+* Driving Profiles*
+* Custom themes*
+* Alert Volume Controller*
+* Comma Pedal Interceptor support*
+* Toyota SDSU support*
+* ZSS support*
+* High quality dashcam recordings*
+* Enhanced tuning for CEM (dynamic experimental mode switching)
 
-We have detailed instructions for [how to install the harness and device in a car](https://comma.ai/setup). Note that it's possible to run openpilot on [other hardware](https://blog.comma.ai/self-driving-car-for-free/), although it's not plug-and-play.
+\* [Inherited from StarPilot](https://github.com/FrogAi/StarPilot#openpilot-vs-starpilot)
 
-### Branches
-| branch           | URL                                    | description                                                                         |
-|------------------|----------------------------------------|-------------------------------------------------------------------------------------|
-| `release3`         | openpilot.comma.ai                      | This is openpilot's release branch.                                                 |
-| `release3-staging` | openpilot-test.comma.ai                | This is the staging branch for releases. Use it to get new releases slightly early. |
-| `nightly`          | openpilot-nightly.comma.ai             | This is the bleeding edge development branch. Do not expect this to be stable.      |
-| `nightly-dev`      | installer.comma.ai/commaai/nightly-dev | Same as nightly, but includes experimental development features for some cars.      |
+## GM-only Features
 
-To start developing openpilot
-------
+* Increased LKAS fault resiliency
+* ASCM_INT and SASCM support
+* Custom lateral torque controller, with special tuning for Bolts
+* 50% extra torque on 2017 Chevy Bolt
+* Improved lateral and longitudinal tuning
+* Dashboard cruise control display speed spoofing for vehicles with pedal interceptor
+* Extra steering wheel button functionality for vehicles with pedal interceptor
+* Optional toggle to boot comma when remote starting your vehicle
 
-openpilot is developed by [comma](https://comma.ai/) and by users like you. We welcome both pull requests and issues on [GitHub](http://github.com/commaai/openpilot).
+## Developer Features
 
-* Join the [community Discord](https://discord.comma.ai)
-* Check out [the contributing docs](docs/CONTRIBUTING.md)
-* Check out the [openpilot tools](tools/)
-* Code documentation lives at https://docs.comma.ai
-* Information about running openpilot lives on the [community wiki](https://github.com/commaai/openpilot/wiki)
-
-Want to get paid to work on openpilot? [comma is hiring](https://comma.ai/jobs#open-positions) and offers lots of [bounties](https://comma.ai/bounties) for external contributors.
-
-Safety and Testing
-----
-
-* openpilot observes [ISO26262](https://en.wikipedia.org/wiki/ISO_26262) guidelines, see [SAFETY.md](docs/SAFETY.md) for more details.
-* openpilot has software-in-the-loop [tests](.github/workflows/selfdrive_tests.yaml) that run on every commit.
-* The code enforcing the safety model lives in panda and is written in C, see [code rigor](https://github.com/commaai/panda#code-rigor) for more details.
-* panda has software-in-the-loop [safety tests](https://github.com/commaai/panda/tree/master/tests/safety).
-* Internally, we have a hardware-in-the-loop Jenkins test suite that builds and unit tests the various processes.
-* panda has additional hardware-in-the-loop [tests](https://github.com/commaai/panda/blob/master/Jenkinsfile).
-* We run the latest openpilot in a testing closet containing 10 comma devices continuously replaying routes.
-
-<details>
-<summary>MIT Licensed</summary>
-
-openpilot is released under the MIT license. Some parts of the software are released under other licenses as specified.
-
-Any user of this software shall indemnify and hold harmless Comma.ai, Inc. and its directors, officers, employees, agents, stockholders, affiliates, subcontractors and customers from and against all allegations, claims, actions, suits, demands, damages, liabilities, obligations, losses, settlements, judgments, costs and expenses (including without limitation attorneys’ fees and costs) which arise out of, relate to or result from any use of this software by user.
-
-**THIS IS ALPHA QUALITY SOFTWARE FOR RESEARCH PURPOSES ONLY. THIS IS NOT A PRODUCT.
-YOU ARE RESPONSIBLE FOR COMPLYING WITH LOCAL LAWS AND REGULATIONS.
-NO WARRANTY EXPRESSED OR IMPLIED.**
-</details>
-
-<details>
-<summary>User Data and comma Account</summary>
-
-By default, openpilot uploads the driving data to our servers. You can also access your data through [comma connect](https://connect.comma.ai/). We use your data to train better models and improve openpilot for everyone.
-
-openpilot is open source software: the user is free to disable data collection if they wish to do so.
-
-openpilot logs the road-facing cameras, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
-The driver-facing camera and microphone are only logged if you explicitly opt-in in settings.
-
-By using openpilot, you agree to [our Privacy Policy](https://comma.ai/privacy). You understand that use of this software or its related services will generate certain types of user data, which may be logged and stored at the sole discretion of comma. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma for the use of this data.
-</details>
+* Native and cross compilation for Windows, Mac, and Ubuntu
+* Custom AGNOS to support C3, C3X, and C4
+* To run UI on PC:
+  * `./c3` for large UI
+  * `./c4` for small UI
+* `./build` to produce cross compiled binaries for comma devices.
+Uses your comma's sysroot/toolchain
+* Toggle: "Use Precompiled Binaries" to allow switching between fast boot / editable builds
+* Custom long maneuver tests, specifically designed for regen-only vehicles

RELEASES.md

@@ -1,7 +1,30 @@
+Version 0.10.3 (2025-12-17)
+========================
+* New driving model #36249
+  * New temporal policy architecture
+  * New on-policy training physics noise model
+* New driver monitoring model #36409
+  * Trained on a new dataset, including comma four data
+* Improved inter-process communication memory efficiency
+
+Version 0.10.2 (2025-11-19)
+========================
+* comma four support
+
 Version 0.10.1 (2025-09-08)
 ========================
-* Record driving feedback using LKAS button
-* Honda City 2023 support thanks to drFritz!
+* New driving model #36276
+  * World Model: removed global localization inputs
+  * World Model: 2x the number of parameters
+  * World Model: trained on 4x the number of segments
+  * VAE Compression Model: new architecture and training objective
+  * Driving Vision Model: trained on 4x the number of segments
+* New Driver Monitoring model #36198
+* Acura TLX 2021 support thanks to MVL!
+* Honda City 2023 support thanks to vanillagorillaa and drFritz!
+* Honda N-Box 2018 support thanks to miettal!
+* Honda Odyssey 2021-25 support thanks to csouers and MVL!
+* Honda Passport 2026 support thanks to vanillagorillaa and MVL!
 
 Version 0.10.0 (2025-08-05)
 ========================

SConstruct

@@ -1,4 +1,5 @@
 import os
+import shutil
 import subprocess
 import sys
 import sysconfig
@@ -12,7 +13,8 @@ SCons.Warnings.warningAsException(True)
 # pending upstream fix - https://github.com/SCons/scons/issues/4461
 #SetOption('warn', 'all')
 
-TICI = os.path.isfile('/TICI')
+force_tici = os.environ.get("SP_FORCE_TICI", "").lower() in {"1", "true", "yes", "on"}
+TICI = os.path.isfile('/TICI') or force_tici
 AGNOS = TICI
 
 Decider('MD5-timestamp')
@@ -61,47 +63,143 @@ AddOption('--minimal',
           default=os.path.exists(File('#.lfsconfig').abspath), # minimal by default on release branch (where there's no LFS)
           help='the minimum build to run openpilot. no tests, tools, etc.')
 
+AddOption('--extras',
+          action='store_true',
+          dest='extras',
+          default=os.path.exists(File('#.lfsconfig').abspath),
+          help='build optional tools/tests even when minimal is the default')
+
+def maybe_delegate_to_laptop_device_builder() -> None:
+  if platform.system() != "Darwin":
+    return
+  if os.environ.get("SP_FORCE_ARCH"):
+    return
+  if os.environ.get("SP_SKIP_CONTAINER_REEXEC"):
+    return
+  if os.environ.get("SP_DISABLE_AUTO_DEVICE_SCONS", "").lower() in {"1", "true", "yes", "on"}:
+    return
+
+  basedir = Dir("#").abspath
+  sysroot_dir = os.environ.get("COMMA_SYSROOT_DIR", os.path.join(basedir, ".comma_sysroot"))
+  required_sysroot_dirs = (
+    "usr/local/lib",
+    "lib/aarch64-linux-gnu",
+    "usr/lib/aarch64-linux-gnu",
+    "system/vendor/lib64",
+  )
+  if not all(os.path.isdir(os.path.join(sysroot_dir, p)) for p in required_sysroot_dirs):
+    return
+
+  docker_bin = shutil.which("docker")
+  if docker_bin is None:
+    mac_docker = "/Applications/Docker.app/Contents/Resources/bin/docker"
+    if os.path.isfile(mac_docker):
+      docker_bin = mac_docker
+
+  if docker_bin is None and shutil.which("podman") is None:
+    return
+
+  builder = os.path.join(basedir, "scripts", "laptop_device_build.sh")
+  if not os.path.isfile(builder):
+    return
+
+  print(f"Auto-routing scons to laptop device build (sysroot: {sysroot_dir})", flush=True)
+  env = os.environ.copy()
+  env["SP_SKIP_CONTAINER_REEXEC"] = "1"
+  env.setdefault("COMMA_SYSROOT_DIR", sysroot_dir)
+  if docker_bin is not None and shutil.which("docker") is None:
+    docker_dir = os.path.dirname(docker_bin)
+    env["PATH"] = f"{docker_dir}:{env.get('PATH', '')}"
+
+  cmd = [builder, "build", *sys.argv[1:]]
+  raise SystemExit(subprocess.call(cmd, cwd=basedir, env=env))
+
+maybe_delegate_to_laptop_device_builder()
+
 ## Architecture name breakdown (arch)
 ## - larch64: linux tici aarch64
 ## - aarch64: linux pc aarch64
 ## - x86_64:  linux pc x64
 ## - Darwin:  mac x64 or arm64
 real_arch = arch = subprocess.check_output(["uname", "-m"], encoding='utf8').rstrip()
-if platform.system() == "Darwin":
+forced_arch = os.environ.get("SP_FORCE_ARCH")
+if forced_arch:
+  arch = forced_arch
+elif platform.system() == "Darwin":
   arch = "Darwin"
   brew_prefix = subprocess.check_output(['brew', '--prefix'], encoding='utf8').strip()
 elif arch == "aarch64" and AGNOS:
   arch = "larch64"
 assert arch in ["larch64", "aarch64", "x86_64", "Darwin"]
 
+# Homebrew llvm can shadow Apple clang and break macOS SDK header resolution.
+# Use the system toolchain explicitly on macOS for reliable local builds.
+cc = '/usr/bin/clang' if arch == "Darwin" else 'clang'
+cxx = '/usr/bin/clang++' if arch == "Darwin" else 'clang++'
+ar = '/usr/bin/ar' if arch == "Darwin" else 'ar'
+ranlib = '/usr/bin/ranlib' if arch == "Darwin" else 'ranlib'
+
 lenv = {
   "PATH": os.environ['PATH'],
-  "PYTHONPATH": Dir("#").abspath + ':' + Dir(f"#third_party/acados").abspath,
+  "PYTHONPATH": ":".join([
+    Dir("#").abspath,
+    Dir("#third_party/acados").abspath,
+    Dir("#opendbc_repo").abspath,
+  ]),
 
   "ACADOS_SOURCE_DIR": Dir("#third_party/acados").abspath,
   "ACADOS_PYTHON_INTERFACE_PATH": Dir("#third_party/acados/acados_template").abspath,
   "TERA_PATH": Dir("#").abspath + f"/third_party/acados/{arch}/t_renderer"
 }
 
+# Allow callers to override cache/temp dirs used by subprocesses (e.g. tinygrad model compilation).
+for key in ("HOME", "TMPDIR", "XDG_CACHE_HOME", "CACHEDB"):
+  if key in os.environ:
+    lenv[key] = os.environ[key]
+
 rpath = []
+arch_ldflags = []
+
+def tici_libpath(path: str) -> str:
+  tici_sysroot = os.environ.get("SP_TICI_SYSROOT", "").strip().rstrip("/")
+  if arch != "larch64" or not tici_sysroot or not path.startswith("/"):
+    return path
+  return os.path.join(tici_sysroot, path.lstrip("/"))
 
 if arch == "larch64":
   cpppath = [
     "#third_party/opencl/include",
+    tici_libpath("/usr/local/include"),
+    tici_libpath("/usr/include"),
+    tici_libpath("/usr/include/aarch64-linux-gnu"),
   ]
 
   libpath = [
-    "/usr/local/lib",
-    "/system/vendor/lib64",
+    tici_libpath("/usr/local/lib"),
+    tici_libpath("/system/vendor/lib64"),
     f"#third_party/acados/{arch}/lib",
   ]
 
   libpath += [
     "#third_party/libyuv/larch64/lib",
-    "/usr/lib/aarch64-linux-gnu"
+    tici_libpath("/lib/aarch64-linux-gnu"),
+    tici_libpath("/usr/lib/aarch64-linux-gnu")
   ]
-  cflags = ["-DQCOM2", "-mcpu=cortex-a57"]
-  cxxflags = ["-DQCOM2", "-mcpu=cortex-a57"]
+  cflags = ["-D__TICI__", "-DQCOM2", "-mcpu=cortex-a57"]
+  cxxflags = ["-D__TICI__", "-DQCOM2", "-mcpu=cortex-a57"]
+  arch_ldflags += [
+    f"-Wl,-rpath-link,{tici_libpath('/usr/local/lib')}",
+    f"-Wl,-rpath-link,{tici_libpath('/lib/aarch64-linux-gnu')}",
+    f"-Wl,-rpath-link,{tici_libpath('/usr/lib/aarch64-linux-gnu')}",
+    f"-Wl,-rpath-link,{tici_libpath('/system/vendor/lib64')}",
+    f"-Wl,-rpath-link,{tici_libpath('/vendor/lib64')}",
+  ]
+  # On non-aarch64 hosts (e.g. Docker on macOS), force clang cross-targeting.
+  if platform.machine() not in ("aarch64", "arm64"):
+    cross_target = os.environ.get("SP_CROSS_TARGET", "aarch64-linux-gnu")
+    cflags += [f"--target={cross_target}"]
+    cxxflags += [f"--target={cross_target}"]
+    arch_ldflags += [f"--target={cross_target}"]
   rpath += ["/usr/local/lib"]
 else:
   cflags = []
@@ -143,6 +241,13 @@ elif GetOption('ubsan'):
 else:
   ccflags = []
   ldflags = []
+ldflags += arch_ldflags
+
+# AGNOS devices are memory-constrained during on-device C++ compiles.
+# Building without debug symbols dramatically reduces peak clang memory and
+# prevents lowmemorykiller SIGKILLs (Error -9) on large translation units.
+use_debug_symbols = os.environ.get("SP_FORCE_DEBUG_SYMBOLS", "").lower() in {"1", "true", "yes", "on"}
+debug_flag = "-g" if (not AGNOS or use_debug_symbols) else "-g0"
 
 # no --as-needed on mac linker
 if arch != "Darwin":
@@ -155,7 +260,7 @@ if ccflags_option:
 env = Environment(
   ENV=lenv,
   CCFLAGS=[
-    "-g",
+    debug_flag,
     "-fPIC",
     "-O2",
     "-Wunused",
@@ -181,8 +286,10 @@ env = Environment(
     "#msgq",
   ],
 
-  CC='clang',
-  CXX='clang++',
+  CC=cc,
+  CXX=cxx,
+  AR=ar,
+  RANLIB=ranlib,
   LINKFLAGS=ldflags,
 
   RPATH=rpath,
@@ -211,7 +318,9 @@ if arch == "Darwin":
 env.CompilationDatabase('compile_commands.json')
 
 # Setup cache dir
-cache_dir = '/data/scons_cache' if AGNOS else '/tmp/scons_cache'
+cache_dir = os.environ.get("SP_SCONS_CACHE_DIR", "").strip()
+if not cache_dir:
+  cache_dir = '/data/scons_cache' if AGNOS else '/tmp/scons_cache'
 CacheDir(cache_dir)
 Clean(["."], cache_dir)
 
@@ -227,6 +336,10 @@ if os.environ.get('SCONS_PROGRESS'):
 
 # Cython build environment
 py_include = sysconfig.get_paths()['include']
+if arch == "larch64" and platform.machine() not in ("aarch64", "arm64"):
+  tici_py_include = tici_libpath(f"/usr/include/python{sys.version_info.major}.{sys.version_info.minor}")
+  if os.path.isdir(tici_py_include):
+    py_include = tici_py_include
 envCython = env.Clone()
 envCython["CPPPATH"] += [py_include, np.get_include()]
 envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-shadow", "-Wno-deprecated-declarations"]
@@ -236,7 +349,7 @@ envCython["LIBS"] = []
 if arch == "Darwin":
   envCython["LINKFLAGS"] = ["-bundle", "-undefined", "dynamic_lookup"] + darwin_rpath_link_flags
 else:
-  envCython["LINKFLAGS"] = ["-pthread", "-shared"]
+  envCython["LINKFLAGS"] = arch_ldflags + ["-pthread", "-shared"]
 
 np_version = SCons.Script.Value(np.__version__)
 Export('envCython', 'np_version')
@@ -256,8 +369,17 @@ if arch == "Darwin":
   qt_env["FRAMEWORKS"] += [f"Qt{m}" for m in qt_modules] + ["OpenGL"]
   qt_env.AppendENVPath('PATH', os.path.join(qt_env['QTDIR'], "bin"))
 else:
-  qt_install_prefix = subprocess.check_output(['qmake', '-query', 'QT_INSTALL_PREFIX'], encoding='utf8').strip()
-  qt_install_headers = subprocess.check_output(['qmake', '-query', 'QT_INSTALL_HEADERS'], encoding='utf8').strip()
+  if arch == "larch64":
+    qt_env.PrependENVPath('PATH', Dir("#third_party/qt5/larch64/bin/").abspath)
+  # For laptop/device builds that mount an AGNOS sysroot, always prefer Qt
+  # headers from that sysroot to keep headers/libs ABI-matched (Qt 5.12.x).
+  if arch == "larch64" and os.environ.get("SP_TICI_SYSROOT"):
+    qt_install_prefix = tici_libpath("/usr")
+    qt_install_headers = tici_libpath("/usr/include/aarch64-linux-gnu/qt5")
+  else:
+    qmake = os.environ.get("SP_QMAKE", "qmake")
+    qt_install_prefix = subprocess.check_output([qmake, '-query', 'QT_INSTALL_PREFIX'], encoding='utf8').strip()
+    qt_install_headers = subprocess.check_output([qmake, '-query', 'QT_INSTALL_HEADERS'], encoding='utf8').strip()
 
   qt_env['QTDIR'] = qt_install_prefix
   qt_dirs = [
@@ -272,11 +394,42 @@ else:
   qt_libs = [f"Qt5{m}" for m in qt_modules]
   if arch == "larch64":
     qt_libs += ["GLESv2", "wayland-client"]
-    qt_env.PrependENVPath('PATH', Dir("#third_party/qt5/larch64/bin/").abspath)
   elif arch != "Darwin":
     qt_libs += ["GL"]
 qt_env['QT3DIR'] = qt_env['QTDIR']
 qt_env.Tool('qt3')
+if arch == "larch64" and os.environ.get("SP_TICI_SYSROOT"):
+  qt_tool_bin = tici_libpath("/usr/lib/qt5/bin")
+  qt_tool_root = tici_libpath("/")
+  qt_arm_moc = os.path.join(qt_tool_bin, "moc")
+  qt_arm_uic = os.path.join(qt_tool_bin, "uic")
+  qt_arm_rcc = os.path.join(qt_tool_bin, "rcc")
+  if platform.machine() in ("aarch64", "arm64"):
+    if os.path.isfile(qt_arm_moc):
+      qt_env['QT3_MOC'] = qt_arm_moc
+    if os.path.isfile(qt_arm_uic):
+      qt_env['QT3_UIC'] = qt_arm_uic
+    if os.path.isfile(qt_arm_rcc):
+      qt_env['SP_QT_RCC'] = qt_arm_rcc
+  else:
+    qt_qemu = shutil.which("qemu-aarch64-static") or shutil.which("qemu-aarch64")
+
+    if qt_qemu and os.path.isfile(qt_arm_moc):
+      qt_env['QT3_MOC'] = f"{qt_qemu} -L {qt_tool_root} {qt_arm_moc}"
+    else:
+      qt_host_bin = os.environ.get("SP_QT_HOST_BIN", "/usr/lib/qt5/bin")
+      qt_env['QT3_MOC'] = os.environ.get("SP_QT_HOST_MOC", os.path.join(qt_host_bin, "moc"))
+
+    if qt_qemu and os.path.isfile(qt_arm_uic):
+      qt_env['QT3_UIC'] = f"{qt_qemu} -L {qt_tool_root} {qt_arm_uic}"
+    else:
+      qt_host_bin = os.environ.get("SP_QT_HOST_BIN", "/usr/lib/qt5/bin")
+      qt_env['QT3_UIC'] = os.environ.get("SP_QT_HOST_UIC", os.path.join(qt_host_bin, "uic"))
+
+    if qt_qemu and os.path.isfile(qt_arm_rcc):
+      qt_env['SP_QT_RCC'] = f"{qt_qemu} -L {qt_tool_root} {qt_arm_rcc}"
+    else:
+      qt_env['SP_QT_RCC'] = os.environ.get("SP_QT_HOST_RCC", "rcc")
 
 qt_env['CPPPATH'] += qt_dirs + ["#third_party/qrcode"]
 qt_flags = [
@@ -338,11 +491,6 @@ SConscript([
   'system/ubloxd/SConscript',
   'system/loggerd/SConscript',
 ])
-if arch != "Darwin":
-  SConscript([
-    'system/logcatd/SConscript',
-    'system/proclogd/SConscript',
-  ])
 
 if arch == "larch64":
   SConscript(['system/camerad/SConscript'])

build

@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "${ROOT_DIR}/scripts/laptop_device_build.sh" build "$@"

c3

@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "${ROOT_DIR}/scripts/host_tool_runner.sh" c3 "$@"

c4

@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "${ROOT_DIR}/scripts/host_tool_runner.sh" c4 "$@"

cereal/custom.capnp

@@ -1,6 +1,8 @@
 using Cxx = import "./include/c++.capnp";
 $Cxx.namespace("cereal");
 
+using Car = import "car.capnp";
+
 @0xb526ba661d550a59;
 
 # custom.capnp: a home for empty structs reserved for custom forks
@@ -10,34 +12,239 @@ $Cxx.namespace("cereal");
 # DO rename the structs
 # DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
 
-struct CustomReserved0 @0x81c2f05a394cf4af {
+struct StarPilotCarControl @0x81c2f05a394cf4af {
+  hudControl @0 :HUDControl;
+
+  struct HUDControl {
+    audibleAlert @0 :AudibleAlert;
+
+    enum AudibleAlert {
+      none @0;
+
+      engage @1;
+      disengage @2;
+      refuse @3;
+
+      warningSoft @4;
+      warningImmediate @5;
+
+      prompt @6;
+      promptRepeat @7;
+      promptDistracted @8;
+
+      # Random Events
+      angry @9;
+      continued @10;
+      dejaVu @11;
+      doc @12;
+      fart @13;
+      firefox @14;
+      goat @15;
+      hal9000 @16;
+      mail @17;
+      nessie @18;
+      noice @19;
+      startup @20;
+      thisIsFine @21;
+      uwu @22;
+    }
+  }
 }
 
-struct CustomReserved1 @0xaedffd8f31e7b55d {
+struct StarPilotCarParams @0xaedffd8f31e7b55d {
+  alternativeExperience @0 :Int16;
+  canUsePedal @1 :Bool;
+  canUseSDSU @2 :Bool;
+  flags @3 :UInt32;
+  isHDA2 @4 :Bool;
+  openpilotLongitudinalControlDisabled @5 :Bool;
+  safetyConfigs @6 :List(SafetyConfig);
+
+  struct SafetyConfig {
+    safetyParam @0 :UInt16;
+  }
 }
 
-struct CustomReserved2 @0xf35cc4560bbf6ec2 {
+struct StarPilotCarState @0xf35cc4560bbf6ec2 {
+  accelPressed @0 :Bool;
+  alwaysOnLateralEnabled @1 :Bool;
+  brakeLights @2 :Bool;
+  dashboardSpeedLimit @3 :Float32;
+  decelPressed @4 :Bool;
+  distancePressed @5 :Bool;
+  distanceLongPressed @6 :Bool;
+  distanceVeryLongPressed @7 :Bool;
+  ecoGear @8 :Bool;
+  forceCoast @9 :Bool;
+  isParked @10 :Bool;
+  pauseLateral @11 :Bool;
+  pauseLongitudinal @12 :Bool;
+  sportGear @13 :Bool;
+  trafficModeEnabled @14 :Bool;
+  gasStack @15 :Bool;  # Compatibility with older StarPilot payloads
 }
 
-struct CustomReserved3 @0xda96579883444c35 {
+struct StarPilotDeviceState @0xda96579883444c35 {
+  freeSpace @0 :Int16;
+  usedSpace @1 :Int16;
 }
 
-struct CustomReserved4 @0x80ae746ee2596b11 {
+struct StarPilotModelDataV2 @0x80ae746ee2596b11 {
+  turnDirection @0 :TurnDirection;
+
+  enum TurnDirection {
+    none @0;
+    turnLeft @1;
+    turnRight @2;
+  }
 }
 
-struct CustomReserved5 @0xa5cd762cd951a455 {
+struct StarPilotOnroadEvent @0xa5cd762cd951a455 {
+  name @0 :EventName;
+
+  enable @1 :Bool;
+  noEntry @2 :Bool;
+  warning @3 :Bool;
+  userDisable @4 :Bool;
+  softDisable @5 :Bool;
+  immediateDisable @6 :Bool;
+  preEnable @7 :Bool;
+  permanent @8 :Bool;
+  overrideLateral @9 :Bool;
+  overrideLongitudinal @10 :Bool;
+
+  enum EventName {
+    blockUser @0;
+    customStartupAlert @1;
+    forcingStop @2;
+    goatSteerSaturated @3;
+    greenLight @4;
+    holidayActive @5;
+    laneChangeBlockedLoud @6;
+    leadDeparting @7;
+    noLaneAvailable @8;
+    nnffLoaded @9;
+    openpilotCrashed @10;
+    pedalInterceptorNoBrake @11;
+    speedLimitChanged @12;
+    trafficModeActive @13;
+    trafficModeInactive @14;
+    turningLeft @15;
+    turningRight @16;
+
+    # Random Events
+    accel30 @17;
+    accel35 @18;
+    accel40 @19;
+    dejaVuCurve @20;
+    firefoxSteerSaturated @21;
+    hal9000 @22;
+    openpilotCrashedRandomEvent @23;
+    thisIsFineSteerSaturated @24;
+    toBeContinued @25;
+    vCruise69 @26;
+    yourFrogTriedToKillMe @27;
+    youveGotMail @28;
+    switchbackModeActive @29;
+    switchbackModeInactive @30;
+  }
 }
 
-struct CustomReserved6 @0xf98d843bfd7004a3 {
+struct StarPilotPlan @0xf98d843bfd7004a3 {
+  accelerationJerk @0 :Float32;
+  cscControllingSpeed @1 :Bool;
+  cscSpeed @2 :Float32;
+  cscTraining @3 :Bool;
+  dangerFactor @4 :Float32;
+  dangerJerk @5 :Float32;
+  desiredFollowDistance @6 :Int64;
+  experimentalMode @7 :Bool;
+  forcingStop @8 :Bool;
+  forcingStopLength @9 :Float32;
+  starpilotEvents @10 :List(StarPilotOnroadEvent);
+  starpilotToggles @11 :Text;
+  increasedStoppedDistance @12 :Float32;
+  lateralCheck @13 :Bool;
+  laneWidthLeft @14 :Float32;
+  laneWidthRight @15 :Float32;
+  maxAcceleration @16 :Float32;
+  minAcceleration @17 :Float32;
+  redLight @18 :Bool;
+  roadCurvature @19 :Float32;
+  slcMapSpeedLimit @20 :Float32;
+  slcMapboxSpeedLimit @21 :Float32;
+  slcNextSpeedLimit @22 :Float32;
+  slcOverriddenSpeed @23 :Float32;
+  slcSpeedLimit @24 :Float32;
+  slcSpeedLimitOffset @25 :Float32;
+  slcSpeedLimitSource @26 :Text;
+  speedJerk @27 :Float32;
+  speedLimitChanged @28 :Bool;
+  tFollow @29 :Float32;
+  themeUpdated @30 :Bool;
+  unconfirmedSlcSpeedLimit @31 :Float32;
+  vCruise @32 :Float32;
+  weatherDaytime @33 :Bool;
+  weatherId @34 :Int16;
+  disableThrottle @35 :Bool;
+  trackingLead @36 :Bool;
 }
 
-struct CustomReserved7 @0xb86e6369214c01c8 {
+struct StarPilotRadarState @0xb86e6369214c01c8 {
+  leadLeft @0 :LeadData;
+  leadRight @1 :LeadData;
+
+  struct LeadData {
+    dRel @0 :Float32;
+    yRel @1 :Float32;
+    vRel @2 :Float32;
+    aRel @3 :Float32;
+    vLead @4 :Float32;
+    dPath @6 :Float32;
+    vLat @7 :Float32;
+    vLeadK @8 :Float32;
+    aLeadK @9 :Float32;
+    fcw @10 :Bool;
+    status @11 :Bool;
+    aLeadTau @12 :Float32;
+    modelProb @13 :Float32;
+    radar @14 :Bool;
+    radarTrackId @15 :Int32 = -1;
+
+    aLeadDEPRECATED @5 :Float32;
+  }
 }
 
-struct CustomReserved8 @0xf416ec09499d9d19 {
+struct StarPilotSelfdriveState @0xf416ec09499d9d19 {
+  alertText1 @0 :Text;
+  alertText2 @1 :Text;
+  alertStatus @2 :AlertStatus;
+  alertSize @3 :AlertSize;
+  alertType @4 :Text;
+  alertSound @5 :Car.CarControl.HUDControl.AudibleAlert;
+
+  enum AlertStatus {
+    normal @0;
+    userPrompt @1;
+    critical @2;
+    starpilot @3;
+  }
+
+  enum AlertSize {
+    none @0;
+    small @1;
+    mid @2;
+    full @3;
+  }
 }
 
 struct CustomReserved9 @0xa1680744031fdb2d {
+  slotId @0 :Text;
+  slotName @1 :Text;
+  variant @2 :Text;
+  variantLabel @3 :Text;
+  reason @4 :Text;
+  wallTimeNanos @5 :UInt64;
 }
 
 struct CustomReserved10 @0xcb9fd56c7057593a {
@@ -61,11 +268,125 @@ struct CustomReserved15 @0xbd443b539493bc68 {
 struct CustomReserved16 @0xfc6241ed8877b611 {
 }
 
-struct CustomReserved17 @0xa30662f84033036c {
+struct MapdDownloadLocationDetails @0xff889853e7b0987f {
+  location @0 :Text;
+  totalFiles @1 :UInt32;
+  downloadedFiles @2 :UInt32;
 }
 
-struct CustomReserved18 @0xc86a3d38d13eb3ef {
+struct MapdDownloadProgress @0xfaa35dcac85073a2 {
+  active @0 :Bool;
+  cancelled @1 :Bool;
+  totalFiles @2 :UInt32;
+  downloadedFiles @3 :UInt32;
+  locations @4 :List(Text);
+  locationDetails @5 :List(MapdDownloadLocationDetails);
 }
 
-struct CustomReserved19 @0xa4f1eb3323f5f582 {
+struct MapdPathPoint @0xd6f78acca1bc3939 {
+  latitude @0 :Float64;
+  longitude @1 :Float64;
+  curvature @2 :Float32;
+  targetVelocity @3 :Float32;
+}
+
+struct MapdExtendedOut @0xa30662f84033036c {
+  downloadProgress @0 :MapdDownloadProgress;
+  settings @1 :Text;
+  path @2 :List(MapdPathPoint);
+}
+
+enum MapdInputType {
+  download @0;
+  setTargetLateralAccel @1;
+  setSpeedLimitOffset @2;
+  setSpeedLimitControl @3;
+  setMapCurveSpeedControl @4;
+  setVisionCurveSpeedControl @5;
+  setLogLevel @6;
+  setVisionCurveTargetLatA @7;
+  setVisionCurveMinTargetV @8;
+  reloadSettings @9;
+  saveSettings @10;
+  setEnableSpeed @11;
+  setVisionCurveUseEnableSpeed @12;
+  setMapCurveUseEnableSpeed @13;
+  setSpeedLimitUseEnableSpeed @14;
+  setHoldLastSeenSpeedLimit @15;
+  setTargetSpeedJerk @16;
+  setTargetSpeedAccel @17;
+  setTargetSpeedTimeOffset @18;
+  setDefaultLaneWidth @19;
+  setMapCurveTargetLatA @20;
+  loadDefaultSettings @21;
+  loadRecommendedSettings @22;
+  setSlowDownForNextSpeedLimit @23;
+  setSpeedUpForNextSpeedLimit @24;
+  setHoldSpeedLimitWhileChangingSetSpeed @25;
+  loadPersistentSettings @26;
+  cancelDownload @27;
+  setLogJson @28;
+  setLogSource @29;
+  setExternalSpeedLimitControl @30;
+  setExternalSpeedLimit @31;
+  setSpeedLimitPriority @32;
+  setSpeedLimitChangeRequiresAccept @33;
+  acceptSpeedLimit @34;
+  setPressGasToAcceptSpeedLimit @35;
+  setAdjustSetSpeedToAcceptSpeedLimit @36;
+  setAcceptSpeedLimitTimeout @37;
+  setPressGasToOverrideSpeedLimit @38;
+}
+
+enum WaySelectionType {
+  current @0;
+  predicted @1;
+  possible @2;
+  extended @3;
+  fail @4;
+}
+
+enum SpeedLimitOffsetType {
+  static @0;
+  percent @1;
+}
+
+struct MapdIn @0xc86a3d38d13eb3ef {
+  type @0 :MapdInputType;
+  float @1 :Float32;
+  str @2 :Text;
+  bool @3 :Bool;
+}
+
+enum RoadContext {
+  freeway @0;
+  city @1;
+  unknown @2;
+}
+
+struct MapdOut @0xa4f1eb3323f5f582 {
+  wayName @0 :Text;
+  wayRef @1 :Text;
+  roadName @2 :Text;
+  speedLimit @3 :Float32;
+  nextSpeedLimit @4 :Float32;
+  nextSpeedLimitDistance @5 :Float32;
+  hazard @6 :Text;
+  nextHazard @7 :Text;
+  nextHazardDistance @8 :Float32;
+  advisorySpeed @9 :Float32;
+  nextAdvisorySpeed @10 :Float32;
+  nextAdvisorySpeedDistance @11 :Float32;
+  oneWay @12 :Bool;
+  lanes @13 :UInt8;
+  tileLoaded @14 :Bool;
+  speedLimitSuggestedSpeed @15 :Float32;
+  suggestedSpeed @16 :Float32;
+  estimatedRoadWidth @17 :Float32;
+  roadContext @18 :RoadContext;
+  distanceFromWayCenter @19 :Float32;
+  visionCurveSpeed @20 :Float32;
+  mapCurveSpeed @21 :Float32;
+  waySelectionType @22 :WaySelectionType;
+  speedLimitAccepted @23 :Bool;
 }

cereal/gen/cpp/custom.capnp.c++

@@ -1,777 +0,0 @@
-// Generated by Cap'n Proto compiler, DO NOT EDIT
-// source: custom.capnp
-
-#include "custom.capnp.h"
-
-namespace capnp {
-namespace schemas {
-static const ::capnp::_::AlignedData<17> b_81c2f05a394cf4af = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    175, 244,  76,  57,  90, 240, 194, 129,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  48,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_81c2f05a394cf4af = b_81c2f05a394cf4af.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_81c2f05a394cf4af = {
-  0x81c2f05a394cf4af, b_81c2f05a394cf4af.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_81c2f05a394cf4af, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_aedffd8f31e7b55d = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     93, 181, 231,  49, 143, 253, 223, 174,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_aedffd8f31e7b55d = b_aedffd8f31e7b55d.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_aedffd8f31e7b55d = {
-  0xaedffd8f31e7b55d, b_aedffd8f31e7b55d.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_aedffd8f31e7b55d, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_f35cc4560bbf6ec2 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    194, 110, 191,  11,  86, 196,  92, 243,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  50,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_f35cc4560bbf6ec2 = b_f35cc4560bbf6ec2.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_f35cc4560bbf6ec2 = {
-  0xf35cc4560bbf6ec2, b_f35cc4560bbf6ec2.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_f35cc4560bbf6ec2, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_da96579883444c35 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     53,  76,  68, 131, 152,  87, 150, 218,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  51,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_da96579883444c35 = b_da96579883444c35.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_da96579883444c35 = {
-  0xda96579883444c35, b_da96579883444c35.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_da96579883444c35, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_80ae746ee2596b11 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     17, 107,  89, 226, 110, 116, 174, 128,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  52,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_80ae746ee2596b11 = b_80ae746ee2596b11.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_80ae746ee2596b11 = {
-  0x80ae746ee2596b11, b_80ae746ee2596b11.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_80ae746ee2596b11, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_a5cd762cd951a455 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     85, 164,  81, 217,  44, 118, 205, 165,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  53,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_a5cd762cd951a455 = b_a5cd762cd951a455.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_a5cd762cd951a455 = {
-  0xa5cd762cd951a455, b_a5cd762cd951a455.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_a5cd762cd951a455, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_f98d843bfd7004a3 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    163,   4, 112, 253,  59, 132, 141, 249,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  54,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_f98d843bfd7004a3 = b_f98d843bfd7004a3.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_f98d843bfd7004a3 = {
-  0xf98d843bfd7004a3, b_f98d843bfd7004a3.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_f98d843bfd7004a3, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_b86e6369214c01c8 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    200,   1,  76,  33, 105,  99, 110, 184,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  55,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_b86e6369214c01c8 = b_b86e6369214c01c8.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_b86e6369214c01c8 = {
-  0xb86e6369214c01c8, b_b86e6369214c01c8.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_b86e6369214c01c8, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_f416ec09499d9d19 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     25, 157, 157,  73,   9, 236,  22, 244,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  56,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_f416ec09499d9d19 = b_f416ec09499d9d19.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_f416ec09499d9d19 = {
-  0xf416ec09499d9d19, b_f416ec09499d9d19.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_f416ec09499d9d19, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_a1680744031fdb2d = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     45, 219,  31,   3,  68,   7, 104, 161,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 234,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  57,   0,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_a1680744031fdb2d = b_a1680744031fdb2d.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_a1680744031fdb2d = {
-  0xa1680744031fdb2d, b_a1680744031fdb2d.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_a1680744031fdb2d, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_cb9fd56c7057593a = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     58,  89,  87, 112, 108, 213, 159, 203,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  48,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_cb9fd56c7057593a = b_cb9fd56c7057593a.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_cb9fd56c7057593a = {
-  0xcb9fd56c7057593a, b_cb9fd56c7057593a.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_cb9fd56c7057593a, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_c2243c65e0340384 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    132,   3,  52, 224, 101,  60,  36, 194,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  49,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_c2243c65e0340384 = b_c2243c65e0340384.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_c2243c65e0340384 = {
-  0xc2243c65e0340384, b_c2243c65e0340384.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_c2243c65e0340384, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_9ccdc8676701b412 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     18, 180,   1, 103, 103, 200, 205, 156,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  50,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_9ccdc8676701b412 = b_9ccdc8676701b412.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_9ccdc8676701b412 = {
-  0x9ccdc8676701b412, b_9ccdc8676701b412.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_9ccdc8676701b412, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_cd96dafb67a082d0 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    208, 130, 160, 103, 251, 218, 150, 205,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  51,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_cd96dafb67a082d0 = b_cd96dafb67a082d0.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_cd96dafb67a082d0 = {
-  0xcd96dafb67a082d0, b_cd96dafb67a082d0.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_cd96dafb67a082d0, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_b057204d7deadf3f = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     63, 223, 234, 125,  77,  32,  87, 176,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  52,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_b057204d7deadf3f = b_b057204d7deadf3f.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_b057204d7deadf3f = {
-  0xb057204d7deadf3f, b_b057204d7deadf3f.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_b057204d7deadf3f, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_bd443b539493bc68 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    104, 188, 147, 148,  83,  59,  68, 189,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  53,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_bd443b539493bc68 = b_bd443b539493bc68.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_bd443b539493bc68 = {
-  0xbd443b539493bc68, b_bd443b539493bc68.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_bd443b539493bc68, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_fc6241ed8877b611 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-     17, 182, 119, 136, 237,  65,  98, 252,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  54,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_fc6241ed8877b611 = b_fc6241ed8877b611.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_fc6241ed8877b611 = {
-  0xfc6241ed8877b611, b_fc6241ed8877b611.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_fc6241ed8877b611, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_a30662f84033036c = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    108,   3,  51,  64, 248,  98,   6, 163,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  55,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_a30662f84033036c = b_a30662f84033036c.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_a30662f84033036c = {
-  0xa30662f84033036c, b_a30662f84033036c.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_a30662f84033036c, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_c86a3d38d13eb3ef = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    239, 179,  62, 209,  56,  61, 106, 200,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  56,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_c86a3d38d13eb3ef = b_c86a3d38d13eb3ef.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_c86a3d38d13eb3ef = {
-  0xc86a3d38d13eb3ef, b_c86a3d38d13eb3ef.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_c86a3d38d13eb3ef, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-static const ::capnp::_::AlignedData<17> b_a4f1eb3323f5f582 = {
-  {   0,   0,   0,   0,   5,   0,   6,   0,
-    130, 245, 245,  35,  51, 235, 241, 164,
-     13,   0,   0,   0,   1,   0,   0,   0,
-     89,  10,  85,  29, 102, 186,  38, 181,
-      0,   0,   7,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     21,   0,   0,   0, 242,   0,   0,   0,
-     33,   0,   0,   0,   7,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-      0,   0,   0,   0,   0,   0,   0,   0,
-     99, 117, 115, 116, 111, 109,  46,  99,
-     97, 112, 110, 112,  58,  67, 117, 115,
-    116, 111, 109,  82, 101, 115, 101, 114,
-    118, 101, 100,  49,  57,   0,   0,   0,
-      0,   0,   0,   0,   1,   0,   1,   0, }
-};
-::capnp::word const* const bp_a4f1eb3323f5f582 = b_a4f1eb3323f5f582.words;
-#if !CAPNP_LITE
-const ::capnp::_::RawSchema s_a4f1eb3323f5f582 = {
-  0xa4f1eb3323f5f582, b_a4f1eb3323f5f582.words, 17, nullptr, nullptr,
-  0, 0, nullptr, nullptr, nullptr, { &s_a4f1eb3323f5f582, nullptr, nullptr, 0, 0, nullptr }, false
-};
-#endif  // !CAPNP_LITE
-}  // namespace schemas
-}  // namespace capnp
-
-// =======================================================================================
-
-namespace cereal {
-
-// CustomReserved0
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved0::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved0::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved0::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved0::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved1
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved1::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved1::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved1::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved1::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved2
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved2::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved2::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved2::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved2::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved3
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved3::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved3::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved3::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved3::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved4
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved4::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved4::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved4::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved4::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved5
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved5::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved5::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved5::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved5::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved6
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved6::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved6::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved6::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved6::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved7
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved7::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved7::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved7::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved7::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved8
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved8::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved8::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved8::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved8::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved9
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved9::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved9::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved9::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved9::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved10
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved10::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved10::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved10::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved10::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved11
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved11::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved11::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved11::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved11::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved12
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved12::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved12::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved12::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved12::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved13
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved13::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved13::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved13::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved13::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved14
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved14::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved14::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved14::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved14::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved15
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved15::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved15::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved15::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved15::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved16
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved16::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved16::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved16::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved16::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved17
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved17::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved17::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved17::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved17::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved18
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved18::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved18::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved18::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved18::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-// CustomReserved19
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr uint16_t CustomReserved19::_capnpPrivate::dataWordSize;
-constexpr uint16_t CustomReserved19::_capnpPrivate::pointerCount;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#if !CAPNP_LITE
-#if CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-constexpr ::capnp::Kind CustomReserved19::_capnpPrivate::kind;
-constexpr ::capnp::_::RawSchema const* CustomReserved19::_capnpPrivate::schema;
-#endif  // !CAPNP_NEED_REDUNDANT_CONSTEXPR_DECL
-#endif  // !CAPNP_LITE
-
-
-}  // namespace
-

cereal/log.capnp

@@ -130,6 +130,7 @@ struct OnroadEvent @0xc4fa6047f024e718 {
     userBookmark @95;
     excessiveActuation @96;
     audioFeedback @97;
+    lateralManeuver @98;
 
     soundsUnavailableDEPRECATED @47;
   }
@@ -585,7 +586,6 @@ struct PandaState @0xa7649e2575e4591e {
   heartbeatLost @22 :Bool;
   interruptLoad @25 :Float32;
   fanPower @28 :UInt8;
-  fanStallCount @34 :UInt8;
 
   spiErrorCount @33 :UInt16;
 
@@ -714,6 +714,7 @@ struct PandaState @0xa7649e2575e4591e {
   usbPowerModeDEPRECATED @12 :PeripheralState.UsbPowerModeDEPRECATED;
   safetyParamDEPRECATED @20 :Int16;
   safetyParam2DEPRECATED @26 :UInt32;
+  fanStallCountDEPRECATED @34 :UInt8;
 }
 
 struct PeripheralState {
@@ -918,6 +919,8 @@ struct ControlsState @0x97ff69c53601abf1 {
     saturated @7 :Bool;
     actualLateralAccel @9 :Float32;
     desiredLateralAccel @10 :Float32;
+    desiredLateralJerk @11 :Float32;
+    version @12 :Int32;
    }
 
   struct LateralLQRState {
@@ -1085,7 +1088,7 @@ struct ModelDataV2 {
   confidence @23: ConfidenceClass;
 
   # Model perceived motion
-  temporalPoseDEPRECATED @21 :Pose;
+  temporalPose @21 :Pose;
 
   # e2e lateral planner
   action @26: Action;
@@ -1236,6 +1239,10 @@ struct DriverAssistance {
   # FCW, AEB, etc. will go here
 }
 
+struct LateralManeuverPlan {
+  desiredCurvature @0 :Float32;  # 1/m
+}
+
 struct LongitudinalPlan @0xe00b5b3eba12876c {
   modelMonoTime @9 :UInt64;
   hasLead @7 :Bool;
@@ -2146,13 +2153,10 @@ struct Joystick {
 struct DriverStateV2 {
   frameId @0 :UInt32;
   modelExecutionTime @1 :Float32;
-  dspExecutionTimeDEPRECATED @2 :Float32;
   gpuExecutionTime @8 :Float32;
   rawPredictions @3 :Data;
 
-  poorVisionProb @4 :Float32;
   wheelOnRightProb @5 :Float32;
-
   leftDriverData @6 :DriverData;
   rightDriverData @7 :DriverData;
 
@@ -2162,15 +2166,21 @@ struct DriverStateV2 {
     facePosition @2 :List(Float32);
     facePositionStd @3 :List(Float32);
     faceProb @4 :Float32;
-    leftEyeProb @5 :Float32;
-    rightEyeProb @6 :Float32;
-    leftBlinkProb @7 :Float32;
-    rightBlinkProb @8 :Float32;
-    sunglassesProb @9 :Float32;
-    occludedProb @10 :Float32;
-    readyProb @11 :List(Float32);
-    notReadyProb @12 :List(Float32);
+    eyesVisibleProb @14 :Float32;
+    eyesClosedProb @15 :Float32;
+    phoneProb @13 :Float32;
+    leftEyeProbDEPRECATED @5 :Float32;
+    rightEyeProbDEPRECATED @6 :Float32;
+    leftBlinkProbDEPRECATED @7 :Float32;
+    rightBlinkProbDEPRECATED @8 :Float32;
+    sunglassesProbDEPRECATED @9 :Float32;
+    notReadyProbDEPRECATED @12 :List(Float32);
+    occludedProbDEPRECATED @10 :Float32;
+    readyProbDEPRECATED @11 :List(Float32);
   }
+
+  dspExecutionTimeDEPRECATED @2 :Float32;
+  poorVisionProbDEPRECATED @4 :Float32;
 }
 
 struct DriverStateDEPRECATED @0xb83c6cc593ed0a00 {
@@ -2222,6 +2232,9 @@ struct DriverMonitoringState @0xb83cda094a1da284 {
   hiStdCount @14 :UInt32;
   isActiveMode @16 :Bool;
   isRHD @4 :Bool;
+  uncertainCount @19 :UInt32;
+  phoneProbOffset @20 :Float32;
+  phoneProbValidCount @21 :UInt32;
 
   isPreviewDEPRECATED @15 :Bool;
   rhdCheckedDEPRECATED @5 :Bool;
@@ -2518,13 +2531,10 @@ struct Event {
     controlsState @7 :ControlsState;
     selfdriveState @130 :SelfdriveState;
     gyroscope @99 :SensorEventData;
-    gyroscope2 @100 :SensorEventData;
     accelerometer @98 :SensorEventData;
-    accelerometer2 @101 :SensorEventData;
     magnetometer @95 :SensorEventData;
     lightSensor @96 :SensorEventData;
     temperatureSensor @97 :SensorEventData;
-    temperatureSensor2 @123 :SensorEventData;
     pandaStates @81 :List(PandaState);
     peripheralState @80 :PeripheralState;
     radarState @13 :RadarState;
@@ -2598,6 +2608,7 @@ struct Event {
     userBookmark @93 :UserBookmark;
     bookmarkButton @148 :UserBookmark;
     audioFeedback @149 :AudioFeedback;
+    lateralManeuverPlan @150 :LateralManeuverPlan;
 
     # *********** debug ***********
     testJoystick @52 :Joystick;
@@ -2622,15 +2633,15 @@ struct Event {
     # DO change the name of the field and struct
     # DON'T change the ID (e.g. @107)
     # DON'T change which struct it points to
-    customReserved0 @107 :Custom.CustomReserved0;
-    customReserved1 @108 :Custom.CustomReserved1;
-    customReserved2 @109 :Custom.CustomReserved2;
-    customReserved3 @110 :Custom.CustomReserved3;
-    customReserved4 @111 :Custom.CustomReserved4;
-    customReserved5 @112 :Custom.CustomReserved5;
-    customReserved6 @113 :Custom.CustomReserved6;
-    customReserved7 @114 :Custom.CustomReserved7;
-    customReserved8 @115 :Custom.CustomReserved8;
+    starpilotCarControl @107 :Custom.StarPilotCarControl;
+    starpilotCarParams @108 :Custom.StarPilotCarParams;
+    starpilotCarState @109 :Custom.StarPilotCarState;
+    starpilotDeviceState @110 :Custom.StarPilotDeviceState;
+    starpilotModelV2 @111 :Custom.StarPilotModelDataV2;
+    starpilotOnroadEvents @112 :List(Custom.StarPilotOnroadEvent);
+    starpilotPlan @113 :Custom.StarPilotPlan;
+    starpilotRadarState @114 :Custom.StarPilotRadarState;
+    starpilotSelfdriveState @115 :Custom.StarPilotSelfdriveState;
     customReserved9 @116 :Custom.CustomReserved9;
     customReserved10 @136 :Custom.CustomReserved10;
     customReserved11 @137 :Custom.CustomReserved11;
@@ -2639,9 +2650,9 @@ struct Event {
     customReserved14 @140 :Custom.CustomReserved14;
     customReserved15 @141 :Custom.CustomReserved15;
     customReserved16 @142 :Custom.CustomReserved16;
-    customReserved17 @143 :Custom.CustomReserved17;
-    customReserved18 @144 :Custom.CustomReserved18;
-    customReserved19 @145 :Custom.CustomReserved19;
+    mapdExtendedOut @143 :Custom.MapdExtendedOut;
+    mapdIn @144 :Custom.MapdIn;
+    mapdOut @145 :Custom.MapdOut;
 
     # *********** legacy + deprecated ***********
     model @9 :Legacy.ModelData; # TODO: rename modelV2 and mark this as deprecated
@@ -2687,5 +2698,8 @@ struct Event {
     liveLocationKalmanDEPRECATED @72 :LiveLocationKalman;
     liveTracksDEPRECATED @16 :List(LiveTracksDEPRECATED);
     onroadEventsDEPRECATED @68: List(Car.OnroadEventDEPRECATED);
+    gyroscope2DEPRECATED @100 :SensorEventData;
+    accelerometer2DEPRECATED @101 :SensorEventData;
+    temperatureSensor2DEPRECATED @123 :SensorEventData;
   }
 }

cereal/messaging/__init__.py

@@ -2,7 +2,7 @@
 from msgq.ipc_pyx import Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
                                 set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
 from msgq.ipc_pyx import MultiplePublishersError, IpcError
-from msgq import fake_event_handle, pub_sock, sub_sock, drain_sock_raw
+from msgq import fake_event_handle, drain_sock_raw
 import msgq
 
 import os
@@ -18,6 +18,20 @@ from openpilot.common.util import MovingAverage
 NO_TRAVERSAL_LIMIT = 2**64-1
 
 
+def pub_sock(endpoint: str) -> PubSocket:
+  service = SERVICE_LIST.get(endpoint)
+  segment_size = service.queue_size if service else 0
+  return msgq.pub_sock(endpoint, segment_size)
+
+
+def sub_sock(endpoint: str, poller: Optional[Poller] = None, addr: str = "127.0.0.1",
+             conflate: bool = False, timeout: Optional[int] = None) -> SubSocket:
+  service = SERVICE_LIST.get(endpoint)
+  segment_size = service.queue_size if service else 0
+  return msgq.sub_sock(endpoint, poller=poller, addr=addr, conflate=conflate,
+                       timeout=timeout, segment_size=segment_size)
+
+
 def reset_context():
   msgq.context = Context()
 
@@ -183,6 +197,10 @@ class SubMaster:
       self.data[s] = getattr(data.as_reader(), s)
       self.freq_tracker[s] = FrequencyTracker(SERVICE_LIST[s].frequency, self.update_freq, s == poll)
 
+    # StarPilot variables
+    self.addr = addr
+    self.poll = poll
+
   def __getitem__(self, s: str) -> capnp.lib.capnp._DynamicStructReader:
     return self.data[s]
 
@@ -234,6 +252,18 @@ class SubMaster:
   def all_checks(self, service_list: Optional[List[str]] = None) -> bool:
     return self.all_alive(service_list) and self.all_freq_ok(service_list) and self.all_valid(service_list)
 
+  # StarPilot variables
+  def extend(self, new_services: List[str]):
+    return SubMaster(
+      self.services + new_services,
+      poll=self.poll,
+      ignore_alive=self.ignore_alive,
+      ignore_avg_freq=self.ignore_average_freq,
+      ignore_valid=self.ignore_valid,
+      addr=self.addr,
+      frequency=None if self.poll is not None else self.update_freq,
+    )
+
 
 class PubMaster:
   def __init__(self, services: List[str]):
@@ -255,3 +285,10 @@ class PubMaster:
 
   def all_readers_updated(self, s: str) -> bool:
     return self.sock[s].all_readers_updated()  # type: ignore
+
+  # StarPilot variables
+  def extend(self, new_services: List[str]):
+    for service in new_services:
+      if service not in self.sock:
+        self.sock[service] = pub_sock(service)
+    return self

cereal/messaging/socketmaster.cc

@@ -33,7 +33,7 @@ MessageContext message_context;
 struct SubMaster::SubMessage {
   std::string name;
   SubSocket *socket = nullptr;
-  int freq = 0;
+  float freq = 0.0f;
   bool updated = false, alive = false, valid = false, ignore_alive;
   uint64_t rcv_time = 0, rcv_frame = 0;
   void *allocated_msg_reader = nullptr;
@@ -50,7 +50,7 @@ SubMaster::SubMaster(const std::vector<const char *> &service_list, const std::v
     assert(services.count(std::string(name)) > 0);
 
     service serv = services.at(std::string(name));
-    SubSocket *socket = SubSocket::create(message_context.context(), name, address ? address : "127.0.0.1", true);
+    SubSocket *socket = SubSocket::create(message_context.context(), name, address ? address : "127.0.0.1", true, true, serv.queue_size);
     assert(socket != 0);
     bool is_polled = inList(poll, name) || poll.empty();
     if (is_polled) poller_->registerSocket(socket);
@@ -187,7 +187,8 @@ SubMaster::~SubMaster() {
 PubMaster::PubMaster(const std::vector<const char *> &service_list) {
   for (auto name : service_list) {
     assert(services.count(name) > 0);
-    PubSocket *socket = PubSocket::create(message_context.context(), name);
+    service serv = services.at(std::string(name));
+    PubSocket *socket = PubSocket::create(message_context.context(), name, true, serv.queue_size);
     assert(socket);
     sockets_[name] = socket;
   }

cereal/services.h

@@ -3,89 +3,100 @@
 #define __SERVICES_H
 #include <map>
 #include <string>
-struct service { std::string name; bool should_log; int frequency; int decimation; };
+struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };
 static std::map<std::string, service> services = {
-  { "gyroscope", {"gyroscope", true, 104, 104}},
-  { "gyroscope2", {"gyroscope2", true, 100, 100}},
-  { "accelerometer", {"accelerometer", true, 104, 104}},
-  { "accelerometer2", {"accelerometer2", true, 100, 100}},
-  { "magnetometer", {"magnetometer", true, 25, -1}},
-  { "lightSensor", {"lightSensor", true, 100, 100}},
-  { "temperatureSensor", {"temperatureSensor", true, 2, 200}},
-  { "temperatureSensor2", {"temperatureSensor2", true, 2, 200}},
-  { "gpsNMEA", {"gpsNMEA", true, 9, -1}},
-  { "deviceState", {"deviceState", true, 2, 1}},
-  { "touch", {"touch", true, 20, 1}},
-  { "can", {"can", true, 100, 2053}},
-  { "controlsState", {"controlsState", true, 100, 10}},
-  { "selfdriveState", {"selfdriveState", true, 100, 10}},
-  { "pandaStates", {"pandaStates", true, 10, 1}},
-  { "peripheralState", {"peripheralState", true, 2, 1}},
-  { "radarState", {"radarState", true, 20, 5}},
-  { "roadEncodeIdx", {"roadEncodeIdx", false, 20, 1}},
-  { "liveTracks", {"liveTracks", true, 20, -1}},
-  { "sendcan", {"sendcan", true, 100, 139}},
-  { "logMessage", {"logMessage", true, 0, -1}},
-  { "errorLogMessage", {"errorLogMessage", true, 0, 1}},
-  { "liveCalibration", {"liveCalibration", true, 4, 4}},
-  { "liveTorqueParameters", {"liveTorqueParameters", true, 4, 1}},
-  { "liveDelay", {"liveDelay", true, 4, 1}},
-  { "androidLog", {"androidLog", true, 0, -1}},
-  { "carState", {"carState", true, 100, 10}},
-  { "carControl", {"carControl", true, 100, 10}},
-  { "carOutput", {"carOutput", true, 100, 10}},
-  { "longitudinalPlan", {"longitudinalPlan", true, 20, 10}},
-  { "driverAssistance", {"driverAssistance", true, 20, 20}},
-  { "procLog", {"procLog", true, 0, 15}},
-  { "gpsLocationExternal", {"gpsLocationExternal", true, 10, 10}},
-  { "gpsLocation", {"gpsLocation", true, 1, 1}},
-  { "ubloxGnss", {"ubloxGnss", true, 10, -1}},
-  { "qcomGnss", {"qcomGnss", true, 2, -1}},
-  { "gnssMeasurements", {"gnssMeasurements", true, 10, 10}},
-  { "clocks", {"clocks", true, 0, 1}},
-  { "ubloxRaw", {"ubloxRaw", true, 20, -1}},
-  { "livePose", {"livePose", true, 20, 4}},
-  { "liveParameters", {"liveParameters", true, 20, 5}},
-  { "cameraOdometry", {"cameraOdometry", true, 20, 10}},
-  { "thumbnail", {"thumbnail", true, 0, 1}},
-  { "onroadEvents", {"onroadEvents", true, 1, 1}},
-  { "carParams", {"carParams", true, 0, 1}},
-  { "roadCameraState", {"roadCameraState", true, 20, 20}},
-  { "driverCameraState", {"driverCameraState", true, 20, 20}},
-  { "driverEncodeIdx", {"driverEncodeIdx", false, 20, 1}},
-  { "driverStateV2", {"driverStateV2", true, 20, 10}},
-  { "driverMonitoringState", {"driverMonitoringState", true, 20, 10}},
-  { "wideRoadEncodeIdx", {"wideRoadEncodeIdx", false, 20, 1}},
-  { "wideRoadCameraState", {"wideRoadCameraState", true, 20, 20}},
-  { "drivingModelData", {"drivingModelData", true, 20, 10}},
-  { "modelV2", {"modelV2", true, 20, -1}},
-  { "managerState", {"managerState", true, 2, 1}},
-  { "uploaderState", {"uploaderState", true, 0, 1}},
-  { "navInstruction", {"navInstruction", true, 1, 10}},
-  { "navRoute", {"navRoute", true, 0, -1}},
-  { "navThumbnail", {"navThumbnail", true, 0, -1}},
-  { "qRoadEncodeIdx", {"qRoadEncodeIdx", false, 20, -1}},
-  { "userBookmark", {"userBookmark", true, 0, 1}},
-  { "soundPressure", {"soundPressure", true, 10, 10}},
-  { "rawAudioData", {"rawAudioData", false, 20, -1}},
-  { "bookmarkButton", {"bookmarkButton", true, 0, 1}},
-  { "audioFeedback", {"audioFeedback", true, 0, 1}},
-  { "uiDebug", {"uiDebug", true, 0, 1}},
-  { "testJoystick", {"testJoystick", true, 0, -1}},
-  { "alertDebug", {"alertDebug", true, 20, 5}},
-  { "roadEncodeData", {"roadEncodeData", false, 20, -1}},
-  { "driverEncodeData", {"driverEncodeData", false, 20, -1}},
-  { "wideRoadEncodeData", {"wideRoadEncodeData", false, 20, -1}},
-  { "qRoadEncodeData", {"qRoadEncodeData", false, 20, -1}},
-  { "livestreamWideRoadEncodeIdx", {"livestreamWideRoadEncodeIdx", false, 20, -1}},
-  { "livestreamRoadEncodeIdx", {"livestreamRoadEncodeIdx", false, 20, -1}},
-  { "livestreamDriverEncodeIdx", {"livestreamDriverEncodeIdx", false, 20, -1}},
-  { "livestreamWideRoadEncodeData", {"livestreamWideRoadEncodeData", false, 20, -1}},
-  { "livestreamRoadEncodeData", {"livestreamRoadEncodeData", false, 20, -1}},
-  { "livestreamDriverEncodeData", {"livestreamDriverEncodeData", false, 20, -1}},
-  { "customReservedRawData0", {"customReservedRawData0", true, 0, -1}},
-  { "customReservedRawData1", {"customReservedRawData1", true, 0, -1}},
-  { "customReservedRawData2", {"customReservedRawData2", true, 0, -1}},
+  { "gyroscope", {"gyroscope", true, 104.000000, 104, 256000}},
+  { "accelerometer", {"accelerometer", true, 104.000000, 104, 256000}},
+  { "magnetometer", {"magnetometer", true, 25.000000, -1, 256000}},
+  { "lightSensor", {"lightSensor", true, 100.000000, 100, 256000}},
+  { "temperatureSensor", {"temperatureSensor", true, 2.000000, 200, 256000}},
+  { "gpsNMEA", {"gpsNMEA", true, 9.000000, -1, 256000}},
+  { "deviceState", {"deviceState", true, 2.000000, 1, 256000}},
+  { "touch", {"touch", true, 20.000000, 1, 256000}},
+  { "can", {"can", true, 100.000000, 2053, 10485760}},
+  { "controlsState", {"controlsState", true, 100.000000, 10, 2097152}},
+  { "selfdriveState", {"selfdriveState", true, 100.000000, 10, 256000}},
+  { "pandaStates", {"pandaStates", true, 10.000000, 1, 256000}},
+  { "peripheralState", {"peripheralState", true, 2.000000, 1, 256000}},
+  { "radarState", {"radarState", true, 20.000000, 5, 256000}},
+  { "roadEncodeIdx", {"roadEncodeIdx", false, 20.000000, 1, 256000}},
+  { "liveTracks", {"liveTracks", true, 20.000000, -1, 256000}},
+  { "sendcan", {"sendcan", true, 100.000000, 139, 2097152}},
+  { "logMessage", {"logMessage", true, 0.000000, -1, 256000}},
+  { "errorLogMessage", {"errorLogMessage", true, 0.000000, 1, 256000}},
+  { "liveCalibration", {"liveCalibration", true, 4.000000, 4, 256000}},
+  { "liveTorqueParameters", {"liveTorqueParameters", true, 4.000000, 1, 256000}},
+  { "liveDelay", {"liveDelay", true, 4.000000, 1, 256000}},
+  { "androidLog", {"androidLog", true, 0.000000, -1, 256000}},
+  { "carState", {"carState", true, 100.000000, 10, 256000}},
+  { "carControl", {"carControl", true, 100.000000, 10, 256000}},
+  { "carOutput", {"carOutput", true, 100.000000, 10, 256000}},
+  { "longitudinalPlan", {"longitudinalPlan", true, 20.000000, 10, 256000}},
+  { "lateralManeuverPlan", {"lateralManeuverPlan", true, 20.000000, -1, 256000}},
+  { "driverAssistance", {"driverAssistance", true, 20.000000, 20, 256000}},
+  { "procLog", {"procLog", true, 0.500000, 15, 10485760}},
+  { "gpsLocationExternal", {"gpsLocationExternal", true, 10.000000, 10, 256000}},
+  { "gpsLocation", {"gpsLocation", true, 1.000000, 1, 256000}},
+  { "ubloxGnss", {"ubloxGnss", true, 10.000000, -1, 256000}},
+  { "qcomGnss", {"qcomGnss", true, 2.000000, -1, 256000}},
+  { "gnssMeasurements", {"gnssMeasurements", true, 10.000000, 10, 256000}},
+  { "clocks", {"clocks", true, 0.100000, 1, 256000}},
+  { "ubloxRaw", {"ubloxRaw", true, 20.000000, -1, 256000}},
+  { "livePose", {"livePose", true, 20.000000, 4, 256000}},
+  { "liveParameters", {"liveParameters", true, 20.000000, 5, 256000}},
+  { "cameraOdometry", {"cameraOdometry", true, 20.000000, 10, 256000}},
+  { "thumbnail", {"thumbnail", true, 0.016667, 1, 256000}},
+  { "onroadEvents", {"onroadEvents", true, 1.000000, 1, 256000}},
+  { "carParams", {"carParams", true, 0.020000, 1, 256000}},
+  { "roadCameraState", {"roadCameraState", true, 20.000000, 20, 256000}},
+  { "driverCameraState", {"driverCameraState", true, 20.000000, 20, 256000}},
+  { "driverEncodeIdx", {"driverEncodeIdx", false, 20.000000, 1, 256000}},
+  { "driverStateV2", {"driverStateV2", true, 20.000000, 10, 256000}},
+  { "driverMonitoringState", {"driverMonitoringState", true, 20.000000, 10, 256000}},
+  { "wideRoadEncodeIdx", {"wideRoadEncodeIdx", false, 20.000000, 1, 256000}},
+  { "wideRoadCameraState", {"wideRoadCameraState", true, 20.000000, 20, 256000}},
+  { "drivingModelData", {"drivingModelData", true, 20.000000, 10, 256000}},
+  { "modelV2", {"modelV2", true, 20.000000, -1, 10485760}},
+  { "managerState", {"managerState", true, 2.000000, 1, 256000}},
+  { "uploaderState", {"uploaderState", true, 0.000000, 1, 256000}},
+  { "navInstruction", {"navInstruction", true, 1.000000, 10, 256000}},
+  { "navRoute", {"navRoute", true, 0.000000, -1, 256000}},
+  { "navThumbnail", {"navThumbnail", true, 0.000000, -1, 256000}},
+  { "qRoadEncodeIdx", {"qRoadEncodeIdx", false, 20.000000, -1, 256000}},
+  { "userBookmark", {"userBookmark", true, 0.000000, 1, 256000}},
+  { "soundPressure", {"soundPressure", true, 10.000000, 10, 256000}},
+  { "rawAudioData", {"rawAudioData", false, 20.000000, -1, 256000}},
+  { "bookmarkButton", {"bookmarkButton", true, 0.000000, 1, 256000}},
+  { "audioFeedback", {"audioFeedback", true, 0.000000, 1, 256000}},
+  { "roadEncodeData", {"roadEncodeData", false, 20.000000, -1, 10485760}},
+  { "driverEncodeData", {"driverEncodeData", false, 20.000000, -1, 10485760}},
+  { "wideRoadEncodeData", {"wideRoadEncodeData", false, 20.000000, -1, 10485760}},
+  { "qRoadEncodeData", {"qRoadEncodeData", false, 20.000000, -1, 10485760}},
+  { "uiDebug", {"uiDebug", true, 0.000000, 1, 256000}},
+  { "testJoystick", {"testJoystick", true, 0.000000, -1, 256000}},
+  { "alertDebug", {"alertDebug", true, 20.000000, 5, 256000}},
+  { "livestreamWideRoadEncodeIdx", {"livestreamWideRoadEncodeIdx", false, 20.000000, -1, 256000}},
+  { "livestreamRoadEncodeIdx", {"livestreamRoadEncodeIdx", false, 20.000000, -1, 256000}},
+  { "livestreamDriverEncodeIdx", {"livestreamDriverEncodeIdx", false, 20.000000, -1, 256000}},
+  { "livestreamWideRoadEncodeData", {"livestreamWideRoadEncodeData", false, 20.000000, -1, 2097152}},
+  { "livestreamRoadEncodeData", {"livestreamRoadEncodeData", false, 20.000000, -1, 2097152}},
+  { "livestreamDriverEncodeData", {"livestreamDriverEncodeData", false, 20.000000, -1, 2097152}},
+  { "customReserved9", {"customReserved9", true, 0.000000, 1, 256000}},
+  { "customReservedRawData0", {"customReservedRawData0", true, 0.000000, -1, 256000}},
+  { "customReservedRawData1", {"customReservedRawData1", true, 0.000000, -1, 256000}},
+  { "customReservedRawData2", {"customReservedRawData2", true, 0.000000, -1, 256000}},
+  { "starpilotCarControl", {"starpilotCarControl", true, 100.000000, 10, 256000}},
+  { "starpilotCarParams", {"starpilotCarParams", true, 0.020000, 1, 256000}},
+  { "starpilotCarState", {"starpilotCarState", true, 100.000000, 10, 256000}},
+  { "starpilotDeviceState", {"starpilotDeviceState", true, 2.000000, 1, 256000}},
+  { "starpilotModelV2", {"starpilotModelV2", true, 20.000000, -1, 256000}},
+  { "starpilotOnroadEvents", {"starpilotOnroadEvents", true, 1.000000, 1, 256000}},
+  { "starpilotPlan", {"starpilotPlan", true, 20.000000, 10, 256000}},
+  { "starpilotRadarState", {"starpilotRadarState", true, 20.000000, 5, 256000}},
+  { "starpilotSelfdriveState", {"starpilotSelfdriveState", true, 100.000000, 10, 256000}},
+  { "mapdExtendedOut", {"mapdExtendedOut", true, 1.000000, 1, 2097152}},
+  { "mapdIn", {"mapdIn", true, 1.000000, 1, 2097152}},
+  { "mapdOut", {"mapdOut", true, 20.000000, 20, 2097152}},
 };
 #endif
 

cereal/services.py

@@ -1,37 +1,44 @@
 #!/usr/bin/env python3
+from enum import IntEnum
 from typing import Optional
 
 
+# TODO: this should be automatically determined using the capnp schema
+class QueueSize(IntEnum):
+  BIG = 10 * 1024 * 1024      # 10MB - video frames, large AI outputs
+  MEDIUM = 2 * 1024 * 1024    # 2MB - high freq (CAN), livestream
+  SMALL = 250 * 1024          # 250KB - most services
+
+
 class Service:
-  def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None):
+  def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None,
+               queue_size: QueueSize = QueueSize.SMALL):
     self.should_log = should_log
     self.frequency = frequency
     self.decimation = decimation
+    self.queue_size = queue_size
 
 
 _services: dict[str, tuple] = {
   # service: (should_log, frequency, qlog decimation (optional))
   # note: the "EncodeIdx" packets will still be in the log
   "gyroscope": (True, 104., 104),
-  "gyroscope2": (True, 100., 100),
   "accelerometer": (True, 104., 104),
-  "accelerometer2": (True, 100., 100),
   "magnetometer": (True, 25.),
   "lightSensor": (True, 100., 100),
   "temperatureSensor": (True, 2., 200),
-  "temperatureSensor2": (True, 2., 200),
   "gpsNMEA": (True, 9.),
   "deviceState": (True, 2., 1),
   "touch": (True, 20., 1),
-  "can": (True, 100., 2053),  # decimation gives ~3 msgs in a full segment
-  "controlsState": (True, 100., 10),
+  "can": (True, 100., 2053, QueueSize.BIG),  # decimation gives ~3 msgs in a full segment
+  "controlsState": (True, 100., 10, QueueSize.MEDIUM),
   "selfdriveState": (True, 100., 10),
   "pandaStates": (True, 10., 1),
   "peripheralState": (True, 2., 1),
   "radarState": (True, 20., 5),
   "roadEncodeIdx": (False, 20., 1),
   "liveTracks": (True, 20.),
-  "sendcan": (True, 100., 139),
+  "sendcan": (True, 100., 139, QueueSize.MEDIUM),
   "logMessage": (True, 0.),
   "errorLogMessage": (True, 0., 1),
   "liveCalibration": (True, 4., 4),
@@ -42,8 +49,9 @@ _services: dict[str, tuple] = {
   "carControl": (True, 100., 10),
   "carOutput": (True, 100., 10),
   "longitudinalPlan": (True, 20., 10),
+  "lateralManeuverPlan": (True, 20.),
   "driverAssistance": (True, 20., 20),
-  "procLog": (True, 0.5, 15),
+  "procLog": (True, 0.5, 15, QueueSize.BIG),
   "gpsLocationExternal": (True, 10., 10),
   "gpsLocation": (True, 1., 1),
   "ubloxGnss": (True, 10.),
@@ -65,7 +73,7 @@ _services: dict[str, tuple] = {
   "wideRoadEncodeIdx": (False, 20., 1),
   "wideRoadCameraState": (True, 20., 20),
   "drivingModelData": (True, 20., 10),
-  "modelV2": (True, 20.),
+  "modelV2": (True, 20., None, QueueSize.BIG),
   "managerState": (True, 2., 1),
   "uploaderState": (True, 0., 1),
   "navInstruction": (True, 1., 10),
@@ -77,24 +85,39 @@ _services: dict[str, tuple] = {
   "rawAudioData": (False, 20.),
   "bookmarkButton": (True, 0., 1),
   "audioFeedback": (True, 0., 1),
+  "roadEncodeData": (False, 20., None, QueueSize.BIG),
+  "driverEncodeData": (False, 20., None, QueueSize.BIG),
+  "wideRoadEncodeData": (False, 20., None, QueueSize.BIG),
+  "qRoadEncodeData": (False, 20., None, QueueSize.BIG),
 
   # debug
   "uiDebug": (True, 0., 1),
   "testJoystick": (True, 0.),
   "alertDebug": (True, 20., 5),
-  "roadEncodeData": (False, 20.),
-  "driverEncodeData": (False, 20.),
-  "wideRoadEncodeData": (False, 20.),
-  "qRoadEncodeData": (False, 20.),
   "livestreamWideRoadEncodeIdx": (False, 20.),
   "livestreamRoadEncodeIdx": (False, 20.),
   "livestreamDriverEncodeIdx": (False, 20.),
-  "livestreamWideRoadEncodeData": (False, 20.),
-  "livestreamRoadEncodeData": (False, 20.),
-  "livestreamDriverEncodeData": (False, 20.),
+  "livestreamWideRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "livestreamRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "livestreamDriverEncodeData": (False, 20., None, QueueSize.MEDIUM),
+  "customReserved9": (True, 0., 1),
   "customReservedRawData0": (True, 0.),
   "customReservedRawData1": (True, 0.),
   "customReservedRawData2": (True, 0.),
+
+  # StarPilot variables
+  "starpilotCarControl": (True, 100., 10),
+  "starpilotCarParams": (True, 0.02, 1),
+  "starpilotCarState": (True, 100., 10),
+  "starpilotDeviceState": (True, 2., 1),
+  "starpilotModelV2": (True, 20.),
+  "starpilotOnroadEvents": (True, 1., 1),
+  "starpilotPlan": (True, 20., 10),
+  "starpilotRadarState": (True, 20., 5),
+  "starpilotSelfdriveState": (True, 100., 10),
+  "mapdExtendedOut": (True, 1., 1, QueueSize.MEDIUM),
+  "mapdIn": (True, 1., 1, QueueSize.MEDIUM),
+  "mapdOut": (True, 20., 20, QueueSize.MEDIUM),
 }
 SERVICE_LIST = {name: Service(*vals) for
                 idx, (name, vals) in enumerate(_services.items())}
@@ -109,13 +132,13 @@ def build_header():
   h += "#include <map>\n"
   h += "#include <string>\n"
 
-  h += "struct service { std::string name; bool should_log; int frequency; int decimation; };\n"
+  h += "struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };\n"
   h += "static std::map<std::string, service> services = {\n"
   for k, v in SERVICE_LIST.items():
     should_log = "true" if v.should_log else "false"
     decimation = -1 if v.decimation is None else v.decimation
-    h += '  { "%s", {"%s", %s, %d, %d}},\n' % \
-         (k, k, should_log, v.frequency, decimation)
+    h += '  { "%s", {"%s", %s, %f, %d, %d}},\n' % \
+         (k, k, should_log, v.frequency, decimation, v.queue_size)
   h += "};\n"
 
   h += "#endif\n"

common/.gitignore

@@ -1 +1,2 @@
 *.cpp
+!params_pyx.cpp

common/api.py

@@ -5,13 +5,19 @@ from datetime import datetime, timedelta, UTC
 from openpilot.system.hardware.hw import Paths
 from openpilot.system.version import get_version
 
-API_HOST = os.getenv('API_HOST', 'https://api.commadotai.com')
+from openpilot.starpilot.common.starpilot_utilities import use_konik_server
+
+API_HOST = os.getenv('API_HOST', f"https://api.{'konik.ai' if use_konik_server() else 'commadotai.com'}")
+
+# name: jwt signature algorithm
+KEYS = {"id_rsa": "RS256",
+        "id_ecdsa": "ES256"}
+
 
 class Api:
   def __init__(self, dongle_id):
     self.dongle_id = dongle_id
-    with open(Paths.persist_root()+'/comma/id_rsa') as f:
-      self.private_key = f.read()
+    self.jwt_algorithm, self.private_key, _ = get_key_pair()
 
   def get(self, *args, **kwargs):
     return self.request('GET', *args, **kwargs)
@@ -22,7 +28,7 @@ class Api:
   def request(self, method, endpoint, timeout=None, access_token=None, **params):
     return api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
 
-  def get_token(self, expiry_hours=1):
+  def get_token(self, payload_extra=None, expiry_hours=1):
     now = datetime.now(UTC).replace(tzinfo=None)
     payload = {
       'identity': self.dongle_id,
@@ -30,17 +36,29 @@ class Api:
       'iat': now,
       'exp': now + timedelta(hours=expiry_hours)
     }
-    token = jwt.encode(payload, self.private_key, algorithm='RS256')
+    if payload_extra is not None:
+      payload.update(payload_extra)
+    token = jwt.encode(payload, self.private_key, algorithm=self.jwt_algorithm)
     if isinstance(token, bytes):
       token = token.decode('utf8')
     return token
 
 
-def api_get(endpoint, method='GET', timeout=None, access_token=None, **params):
+def api_get(endpoint, method='GET', timeout=None, access_token=None, session=None, **params):
   headers = {}
   if access_token is not None:
     headers['Authorization'] = "JWT " + access_token
 
   headers['User-Agent'] = "openpilot-" + get_version()
 
-  return requests.request(method, API_HOST + "/" + endpoint, timeout=timeout, headers=headers, params=params)
+  # TODO: add session to Api
+  req = requests if session is None else session
+  return req.request(method, API_HOST + "/" + endpoint, timeout=timeout, headers=headers, params=params)
+
+
+def get_key_pair() -> tuple[str, str, str] | tuple[None, None, None]:
+  for key in KEYS:
+    if os.path.isfile(Paths.persist_root() + f'/comma/{key}') and os.path.isfile(Paths.persist_root() + f'/comma/{key}.pub'):
+      with open(Paths.persist_root() + f'/comma/{key}') as private, open(Paths.persist_root() + f'/comma/{key}.pub') as public:
+        return KEYS[key], private.read(), public.read()
+  return None, None, None

common/clutil.cc

@@ -53,6 +53,37 @@ void cl_print_build_errors(cl_program program, cl_device_id device) {
   LOGE("build failed; status=%d, log: %s", status, log.c_str());
 }
 
+std::string resolve_program_path(const char *path) {
+  std::string resolved_path(path);
+  if (util::file_exists(resolved_path)) {
+    return resolved_path;
+  }
+
+  const std::string basedir = util::getenv("BASEDIR", "");
+  if (!basedir.empty()) {
+    // Handle repository-relative paths, e.g. "selfdrive/modeld/transforms/transform.cl".
+    if (!resolved_path.empty() && resolved_path.front() != '/') {
+      const std::string candidate = basedir + "/" + resolved_path;
+      if (util::file_exists(candidate)) {
+        return candidate;
+      }
+    }
+
+    // Recover from build-path-embedded absolute paths like "/work/selfdrive/...".
+    for (const char *marker : {"/selfdrive/", "/starpilot/", "/common/"}) {
+      if (const size_t idx = resolved_path.find(marker); idx != std::string::npos) {
+        const std::string candidate = basedir + "/" + resolved_path.substr(idx + 1);
+        if (util::file_exists(candidate)) {
+          LOGW("OpenCL source path remapped: %s -> %s", resolved_path.c_str(), candidate.c_str());
+          return candidate;
+        }
+      }
+    }
+  }
+
+  return resolved_path;
+}
+
 }  // namespace
 
 cl_device_id cl_get_device_id(cl_device_type device_type) {
@@ -84,7 +115,7 @@ void cl_release_context(cl_context context) {
 }
 
 cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
-  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
+  return cl_program_from_source(ctx, device_id, util::read_file(resolve_program_path(path)), args);
 }
 
 cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {

common/constants.py

@@ -19,5 +19,11 @@ class CV:
   # Mass
   LB_TO_KG = 0.453592
 
+  # StarPilot variables
+  METER_TO_FOOT = 3.28084
+  FOOT_TO_METER = 1. / METER_TO_FOOT
+  CM_TO_INCH = 1. / 2.54
+  INCH_TO_CM = 1. / CM_TO_INCH
+
 
 ACCELERATION_DUE_TO_GRAVITY = 9.81  # m/s^2

common/dict_helpers.py

@@ -1,9 +0,0 @@
-# remove all keys that end in DEPRECATED
-def strip_deprecated_keys(d):
-  for k in list(d.keys()):
-    if isinstance(k, str):
-      if k.endswith('DEPRECATED'):
-        d.pop(k)
-      elif isinstance(d[k], dict):
-        strip_deprecated_keys(d[k])
-  return d

common/file_chunker.py

@@ -0,0 +1,41 @@
+import math
+import os
+from pathlib import Path
+
+CHUNK_SIZE = 45 * 1024 * 1024  # 45MB, under GitHub's 50MB limit
+
+
+def get_chunk_name(name, idx, num_chunks):
+  return f"{name}.chunk{idx + 1:02d}of{num_chunks:02d}"
+
+
+def get_manifest_path(name):
+  return f"{name}.chunkmanifest"
+
+
+def get_chunk_paths(path, file_size):
+  num_chunks = math.ceil(file_size / CHUNK_SIZE)
+  return [get_manifest_path(path)] + [get_chunk_name(path, i, num_chunks) for i in range(num_chunks)]
+
+
+def chunk_file(path, targets):
+  manifest_path, *chunk_paths = targets
+  with open(path, 'rb') as f:
+    data = f.read()
+  actual_num_chunks = max(1, math.ceil(len(data) / CHUNK_SIZE))
+  assert len(chunk_paths) >= actual_num_chunks, f"Allowed {len(chunk_paths)} chunks but needs at least {actual_num_chunks}, for path {path}"
+  for i, chunk_path in enumerate(chunk_paths):
+    with open(chunk_path, 'wb') as f:
+      f.write(data[i * CHUNK_SIZE:(i + 1) * CHUNK_SIZE])
+  Path(manifest_path).write_text(str(len(chunk_paths)))
+  os.remove(path)
+
+
+def read_file_chunked(path):
+  manifest_path = get_manifest_path(path)
+  if os.path.isfile(manifest_path):
+    num_chunks = int(Path(manifest_path).read_text().strip())
+    return b''.join(Path(get_chunk_name(path, i, num_chunks)).read_bytes() for i in range(num_chunks))
+  if os.path.isfile(path):
+    return Path(path).read_bytes()
+  raise FileNotFoundError(path)

common/file_helpers.py

@@ -1,58 +0,0 @@
-import io
-import os
-import tempfile
-import contextlib
-import zstandard as zstd
-
-LOG_COMPRESSION_LEVEL = 10 # little benefit up to level 15. level ~17 is a small step change
-
-
-class CallbackReader:
-  """Wraps a file, but overrides the read method to also
-  call a callback function with the number of bytes read so far."""
-  def __init__(self, f, callback, *args):
-    self.f = f
-    self.callback = callback
-    self.cb_args = args
-    self.total_read = 0
-
-  def __getattr__(self, attr):
-    return getattr(self.f, attr)
-
-  def read(self, *args, **kwargs):
-    chunk = self.f.read(*args, **kwargs)
-    self.total_read += len(chunk)
-    self.callback(*self.cb_args, self.total_read)
-    return chunk
-
-
-@contextlib.contextmanager
-def atomic_write_in_dir(path: str, mode: str = 'w', buffering: int = -1, encoding: str = None, newline: str = None,
-                        overwrite: bool = False):
-  """Write to a file atomically using a temporary file in the same directory as the destination file."""
-  dir_name = os.path.dirname(path)
-
-  if not overwrite and os.path.exists(path):
-    raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
-
-  with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
-    yield tmp_file
-    tmp_file_name = tmp_file.name
-  os.replace(tmp_file_name, path)
-
-
-def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
-  if not should_compress:
-    file_size = os.path.getsize(filepath)
-    file_stream = open(filepath, "rb")
-    return file_stream, file_size
-
-  # Compress the file on the fly
-  compressed_stream = io.BytesIO()
-  compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
-
-  with open(filepath, "rb") as f:
-    compressor.copy_stream(f, compressed_stream)
-    compressed_size = compressed_stream.tell()
-    compressed_stream.seek(0)
-    return compressed_stream, compressed_size

common/filter_simple.py

@@ -15,3 +15,20 @@ class FirstOrderFilter:
       self.initialized = True
       self.x = x
     return self.x
+
+
+class BounceFilter(FirstOrderFilter):
+  def __init__(self, x0, rc, dt, initialized=True, bounce=2):
+    self.velocity = FirstOrderFilter(0.0, 0.15, dt)
+    self.bounce = bounce
+    super().__init__(x0, rc, dt, initialized)
+
+  def update(self, x):
+    super().update(x)
+    scale = self.dt / (1.0 / 60.0)  # tuned at 60 fps
+    self.velocity.x += (x - self.x) * self.bounce * scale * self.dt
+    self.velocity.update(0.0)
+    if abs(self.velocity.x) < 1e-5:
+      self.velocity.x = 0.0
+    self.x += self.velocity.x
+    return self.x

common/git.py

@@ -1,6 +1,6 @@
 from functools import cache
 import subprocess
-from openpilot.common.run import run_cmd, run_cmd_default
+from openpilot.common.utils import run_cmd, run_cmd_default
 
 
 @cache

common/params.cc

@@ -91,16 +91,28 @@ private:
 } // namespace
 
 
-Params::Params(const std::string &path) {
+Params::Params(const std::string &path, bool memory) {
   params_prefix = "/" + util::getenv("OPENPILOT_PREFIX", "d");
-  params_path = ensure_params_path(params_prefix, path);
+
+  // StarPilot variables
+  std::string params_folder;
+  if (memory) {
+    params_folder = Path::shm_path() + "/params";
+  } else {
+    cache_path = "/cache/params" + params_prefix + "/";
+    params_folder = path;
+  }
+  params_path = ensure_params_path(params_prefix, params_folder);
 }
 
 Params::~Params() {
   if (future.valid()) {
     future.wait();
   }
+  std::scoped_lock lk(pending_writes_lock);
   assert(queue.empty());
+  assert(pending_writes.empty());
+  assert(!writer_running);
 }
 
 std::vector<std::string> Params::allKeys() const {
@@ -169,6 +181,12 @@ int Params::put(const char* key, const char* value, size_t value_size) {
 int Params::remove(const std::string &key) {
   FileLock file_lock(params_path + "/.lock");
   int result = unlink(getParamPath(key).c_str());
+
+  // StarPilot variables
+  if (!cache_path.empty()) {
+    unlink((cache_path + key).c_str());
+  }
+
   if (result != 0) {
     return result;
   }
@@ -215,6 +233,11 @@ void Params::clearAll(ParamKeyFlag key_flag) {
         auto it = keys.find(de->d_name);
         if (it == keys.end() || (it->second.flags & key_flag)) {
           unlink(getParamPath(de->d_name).c_str());
+
+          // StarPilot variables
+          if (!cache_path.empty()) {
+            unlink((cache_path + de->d_name).c_str());
+          }
         }
       }
     }
@@ -225,18 +248,71 @@ void Params::clearAll(ParamKeyFlag key_flag) {
 }
 
 void Params::putNonBlocking(const std::string &key, const std::string &val) {
-   queue.push(std::make_pair(key, val));
-  // start thread on demand
-  if (!future.valid() || future.wait_for(std::chrono::milliseconds(0)) == std::future_status::ready) {
+  bool should_enqueue = false;
+  bool should_start_thread = false;
+
+  {
+    std::scoped_lock lk(pending_writes_lock);
+    auto it = pending_writes.find(key);
+    if (it == pending_writes.end()) {
+      pending_writes.emplace(key, val);
+      should_enqueue = true;
+    } else {
+      it->second = val;
+    }
+
+    if (!writer_running) {
+      writer_running = true;
+      should_start_thread = true;
+    }
+  }
+
+  if (should_enqueue) {
+    queue.push(key);
+  }
+
+  if (should_start_thread) {
     future = std::async(std::launch::async, &Params::asyncWriteThread, this);
   }
 }
 
 void Params::asyncWriteThread() {
-  // TODO: write the latest one if a key has multiple values in the queue.
-  std::pair<std::string, std::string> p;
-  while (queue.try_pop(p, 0)) {
+  std::string key;
+  while (true) {
+    if (!queue.try_pop(key, 0)) {
+      std::scoped_lock lk(pending_writes_lock);
+      if (queue.empty() && pending_writes.empty()) {
+        writer_running = false;
+        return;
+      }
+      continue;
+    }
+
+    std::string val;
+    {
+      std::scoped_lock lk(pending_writes_lock);
+      auto it = pending_writes.find(key);
+      if (it == pending_writes.end()) {
+        continue;
+      }
+      val = std::move(it->second);
+      pending_writes.erase(it);
+    }
+
     // Params::put is Thread-Safe
-    put(p.first, p.second);
+    put(key, val);
   }
 }
+
+// StarPilot variables
+int Params::getTuningLevel(const std::string &key) {
+  return keys[key].tuning_level;
+}
+
+std::optional<std::string> Params::getStockValue(const std::string &key) {
+  ParamKeyAttributes &attributes = keys[key];
+  if (attributes.stock_value) {
+    return attributes.stock_value;
+  }
+  return attributes.default_value;
+}

common/params.h

@@ -2,9 +2,11 @@
 
 #include <future>
 #include <map>
+#include <mutex>
 #include <optional>
 #include <string>
 #include <tuple>
+#include <unordered_map>
 #include <utility>
 #include <vector>
 
@@ -35,11 +37,16 @@ struct ParamKeyAttributes {
   uint32_t flags;
   ParamKeyType type;
   std::optional<std::string> default_value = std::nullopt;
+
+  // StarPilot variables
+  std::optional<std::string> stock_value = std::nullopt;
+
+  int tuning_level = 0;
 };
 
 class Params {
 public:
-  explicit Params(const std::string &path = {});
+  explicit Params(const std::string &path = {}, bool memory = false);
   ~Params();
   // Not copyable.
   Params(const Params&) = delete;
@@ -78,6 +85,35 @@ public:
     putNonBlocking(key, val ? "1" : "0");
   }
 
+  // StarPilot variables
+  int getInt(const std::string &key, bool block = false) {
+    std::string value = get(key, block);
+    return value.empty() ? 0 : std::stoi(value);
+  }
+  float getFloat(const std::string &key, bool block = false) {
+    std::string value = get(key, block);
+    return value.empty() ? 0.0f : std::stof(value);
+  }
+
+  int putInt(const std::string &key, int val) {
+    std::string str = std::to_string(val);
+    return put(key.c_str(), str.c_str(), str.size());
+  }
+  int putFloat(const std::string &key, float val) {
+    std::string str = std::to_string(val);
+    return put(key.c_str(), str.c_str(), str.size());
+  }
+  void putIntNonBlocking(const std::string &key, int val) {
+    putNonBlocking(key, std::to_string(val));
+  }
+  void putFloatNonBlocking(const std::string &key, float val) {
+    putNonBlocking(key, std::to_string(val));
+  }
+
+  int getTuningLevel(const std::string &key);
+
+  std::optional<std::string> getStockValue(const std::string &key);
+
 private:
   void asyncWriteThread();
 
@@ -86,5 +122,11 @@ private:
 
   // for nonblocking write
   std::future<void> future;
-  SafeQueue<std::pair<std::string, std::string>> queue;
+  SafeQueue<std::string> queue;
+  std::mutex pending_writes_lock;
+  std::unordered_map<std::string, std::string> pending_writes;
+  bool writer_running = false;
+
+  // StarPilot variables
+  std::string cache_path;
 };

common/params.py

@@ -1,9 +1,71 @@
-from openpilot.common.params_pyx import Params, ParamKeyFlag, ParamKeyType, UnknownKeyName
-assert Params
+from openpilot.common.params_pyx import Params as _Params, ParamKeyFlag, ParamKeyType, UnknownKeyName
+assert _Params
 assert ParamKeyFlag
 assert ParamKeyType
 assert UnknownKeyName
 
+
+class Params(_Params):
+  def get(self, key, block=False, return_default=False, encoding=None, default=None):
+    try:
+      value = super().get(key, block=block, return_default=return_default)
+    except UnknownKeyName:
+      return default
+    if value is None:
+      return default
+    if encoding is not None and isinstance(value, bytes):
+      try:
+        return value.decode(encoding)
+      except Exception:
+        return value.decode("utf-8", errors="replace")
+    return value
+
+  def get_bool(self, key, block=False, default=False):
+    try:
+      return super().get_bool(key, block=block)
+    except UnknownKeyName:
+      return bool(default)
+
+  def get_int(self, key, block=False, return_default=False, default=0):
+    val = self.get(key, block=block, return_default=return_default, encoding="utf-8")
+    if val is None or val == "":
+      return default
+    try:
+      return int(float(val))
+    except ValueError:
+      return default
+
+  def get_float(self, key, block=False, return_default=False, default=0.0):
+    val = self.get(key, block=block, return_default=return_default, encoding="utf-8")
+    if val is None or val == "":
+      return default
+    try:
+      return float(val)
+    except ValueError:
+      return default
+
+  def put_int(self, key, val):
+    t = self.get_type(key)
+    if t == ParamKeyType.FLOAT:
+      self.put(key, float(val))
+    elif t == ParamKeyType.INT:
+      self.put(key, int(val))
+    elif t == ParamKeyType.BOOL:
+      self.put(key, bool(val))
+    else:
+      self.put(key, str(int(val)))
+
+  def put_float(self, key, val):
+    t = self.get_type(key)
+    if t == ParamKeyType.FLOAT:
+      self.put(key, float(val))
+    elif t == ParamKeyType.INT:
+      self.put(key, int(val))
+    elif t == ParamKeyType.BOOL:
+      self.put(key, bool(val))
+    else:
+      self.put(key, str(float(val)))
+
 if __name__ == "__main__":
   import sys
 

common/params_keys.h

@@ -8,6 +8,7 @@
 inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"AccessToken", {CLEAR_ON_MANAGER_START | DONT_LOG, STRING}},
     {"AdbEnabled", {PERSISTENT, BOOL}},
+    {"AlwaysAllowUploads", {PERSISTENT, BOOL, "0"}},
     {"AlwaysOnDM", {PERSISTENT, BOOL}},
     {"ApiCache_Device", {PERSISTENT, STRING}},
     {"ApiCache_FirehoseStats", {PERSISTENT, JSON}},
@@ -37,9 +38,12 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"DoShutdown", {CLEAR_ON_MANAGER_START, BOOL}},
     {"DoUninstall", {CLEAR_ON_MANAGER_START, BOOL}},
     {"DriverTooDistracted", {CLEAR_ON_MANAGER_START | CLEAR_ON_IGNITION_ON, BOOL}},
-    {"AlphaLongitudinalEnabled", {PERSISTENT | DEVELOPMENT_ONLY, BOOL}},
+    {"AlphaLongitudinalEnabled", {PERSISTENT, BOOL}},
+    {"ExperimentalLongitudinalEnabled", {PERSISTENT, BOOL}},
     {"ExperimentalMode", {PERSISTENT, BOOL}},
     {"ExperimentalModeConfirmed", {PERSISTENT, BOOL}},
+    {"PersistExperimentalState", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"PersistedCEStatus", {PERSISTENT, INT, "0", "0"}},
     {"FirmwareQueryDone", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BOOL}},
     {"ForcePowerDown", {PERSISTENT, BOOL}},
     {"GitBranch", {PERSISTENT, STRING}},
@@ -71,6 +75,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"LastGPSPosition", {PERSISTENT, STRING}},
     {"LastManagerExitReason", {CLEAR_ON_MANAGER_START, STRING}},
     {"LastOffroadStatusPacket", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON}},
+    {"LastAgnosPowerMonitorShutdown", {CLEAR_ON_MANAGER_START, STRING}},
     {"LastPowerDropDetected", {CLEAR_ON_MANAGER_START, STRING}},
     {"LastUpdateException", {CLEAR_ON_MANAGER_START, STRING}},
     {"LastUpdateRouteCount", {PERSISTENT, INT, "0"}},
@@ -80,6 +85,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"LiveParameters", {PERSISTENT, JSON}},
     {"LiveParametersV2", {PERSISTENT, BYTES}},
     {"LiveTorqueParameters", {PERSISTENT | DONT_LOG, BYTES}},
+    {"LateralManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
     {"LocationFilterInitialState", {PERSISTENT, BYTES}},
     {"LongitudinalManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
     {"LongitudinalPersonality", {PERSISTENT, INT, std::to_string(static_cast<int>(cereal::LongitudinalPersonality::STANDARD))}},
@@ -94,10 +100,10 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"Offroad_NeosUpdate", {CLEAR_ON_MANAGER_START, JSON}},
     {"Offroad_NoFirmware", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
     {"Offroad_Recalibration", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
-    {"Offroad_StorageMissing", {CLEAR_ON_MANAGER_START, JSON}},
     {"Offroad_TemperatureTooHigh", {CLEAR_ON_MANAGER_START, JSON}},
     {"Offroad_UnregisteredHardware", {CLEAR_ON_MANAGER_START, JSON}},
     {"Offroad_UpdateFailed", {CLEAR_ON_MANAGER_START, JSON}},
+    {"Offroad_DriverMonitoringUncertain", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, JSON}},
     {"OnroadCycleRequested", {CLEAR_ON_MANAGER_START, BOOL}},
     {"OpenpilotEnabledToggle", {PERSISTENT, BOOL, "1"}},
     {"PandaHeartbeatLost", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
@@ -109,6 +115,9 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"RecordFront", {PERSISTENT, BOOL}},
     {"RecordFrontLock", {PERSISTENT, BOOL}},  // for the internal fleet
     {"SecOCKey", {PERSISTENT | DONT_LOG, STRING}},
+    {"ShowDebugInfo", {PERSISTENT, BOOL}},
+    {"ShowAllToggles", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"UsePrebuilt", {PERSISTENT, BOOL, "1"}},
     {"RouteCount", {PERSISTENT, INT, "0"}},
     {"SnoozeUpdate", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
     {"SshEnabled", {PERSISTENT, BOOL}},
@@ -129,4 +138,423 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"UptimeOffroad", {PERSISTENT, FLOAT, "0.0"}},
     {"UptimeOnroad", {PERSISTENT, FLOAT, "0.0"}},
     {"Version", {PERSISTENT, STRING}},
+
+    // StarPilot variables
+    {"AccelerationPath", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"AccelerationProfile", {PERSISTENT, INT, "2", "0", 0}},
+    {"AdjacentLeadsUI", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"AdjacentPath", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"AdjacentPathMetrics", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"AdvancedCustomUI", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"AdvancedLateralTune", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"AdvancedLongitudinalTune", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"AggressiveFollow", {PERSISTENT, FLOAT, "1.25", "1.25", 2}},
+    {"AggressiveFollowHigh", {PERSISTENT, FLOAT, "1.25", "1.25", 2}},
+    {"AggressiveJerkAcceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"AggressiveJerkDanger", {PERSISTENT, FLOAT, "100.0", "100.0", 3}},
+    {"AggressiveJerkDeceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"AggressiveJerkSpeed", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"AggressiveJerkSpeedDecrease", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"AlertVolumeControl", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"AlwaysOnLateral", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"AlwaysOnLateralLKAS", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ApiCache_DriveStats", {PERSISTENT, JSON, "{}", "{}"}},
+    {"AutomaticallyDownloadModels", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"AutomaticUpdates", {PERSISTENT, BOOL, "1", "1", 0}},
+    {"AvailableModelNames", {PERSISTENT, STRING, "", "", 1}},
+    {"AvailableModelSeries", {PERSISTENT, STRING, "", "", 1}},
+    {"AvailableModels", {PERSISTENT, STRING, "", "", 1}},
+    {"BlacklistedModels", {PERSISTENT, STRING, "", "", 2}},
+    {"BootLogo", {PERSISTENT, STRING, "starpilot", "stock", 0}},
+    {"BuildMetadata", {PERSISTENT, STRING, "", "", 0}},
+    {"BlindSpotMetrics", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"BlindSpotPath", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"BelowSteerSpeedVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"BorderMetrics", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"CalibratedLateralAcceleration", {PERSISTENT, FLOAT, "2.0", "2.0", 2}},
+    {"CalibrationProgress", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"CameraView", {PERSISTENT, INT, "3", "0", 2}},
+    {"CancelDownloadMaps", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"CancelModelDownload", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"CancelThemeDownload", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"CarMake", {PERSISTENT, STRING, "mock", "mock", 0}},
+    {"CarModel", {PERSISTENT, STRING, "MOCK", "MOCK", 0}},
+    {"CarModelName", {PERSISTENT, STRING, "", "", 0}},
+    {"CECurves", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"CECurvesLead", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"CELead", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"CEModelStopTime", {PERSISTENT, FLOAT, "7.0", "0.0", 2}},
+    {"CESignalLaneDetection", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"CESignalSpeed", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"CESlowerLead", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"CESpeed", {PERSISTENT, FLOAT, "0.0", "0.0", 1}},
+    {"CESpeedLead", {PERSISTENT, FLOAT, "0.0", "0.0", 1}},
+    {"CEStatus", {CLEAR_ON_OFFROAD_TRANSITION, INT, "0", "0"}},
+    {"CEStopLights", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"CEStoppedLead", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"ClusterOffset", {PERSISTENT, FLOAT, "1.015", "1.015", 2}},
+    {"ColorScheme", {PERSISTENT, STRING, "frog", "stock", 0}},
+    {"ColorToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"BootLogoToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"Compass", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"CommunityFavorites", {PERSISTENT, STRING, "", "", 1}},
+    {"ConditionalExperimental", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"CurvatureData", {PERSISTENT | DONT_LOG, JSON, "{}", "{}"}},
+    {"CurveSpeedController", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"CustomAlerts", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"CustomAccelProfile", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"CustomAccelProfileInitialized", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"CustomAccelProfile0MPH", {PERSISTENT, FLOAT, "3.0", "3.0", 3}},
+    {"CustomAccelProfile11MPH", {PERSISTENT, FLOAT, "2.5", "2.5", 3}},
+    {"CustomAccelProfile22MPH", {PERSISTENT, FLOAT, "2.0", "2.0", 3}},
+    {"CustomAccelProfile34MPH", {PERSISTENT, FLOAT, "1.5", "1.5", 3}},
+    {"CustomAccelProfile45MPH", {PERSISTENT, FLOAT, "1.0", "1.0", 3}},
+    {"CustomAccelProfile56MPH", {PERSISTENT, FLOAT, "0.8", "0.8", 3}},
+    {"CustomAccelProfile89MPH", {PERSISTENT, FLOAT, "0.6", "0.6", 3}},
+    {"CustomCruise", {PERSISTENT, FLOAT, "1.0", "1.0", 2}},
+    {"CustomCruiseLong", {PERSISTENT, FLOAT, "5.0", "5.0", 2}},
+    {"CustomPersonalities", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"TrafficPersonalityProfile", {PERSISTENT, BOOL, "1", "1", 2}},
+    {"AggressivePersonalityProfile", {PERSISTENT, BOOL, "1", "1", 2}},
+    {"StandardPersonalityProfile", {PERSISTENT, BOOL, "1", "1", 2}},
+    {"RelaxedPersonalityProfile", {PERSISTENT, BOOL, "1", "1", 2}},
+    {"CustomThemes", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"CustomUI", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"DebugMode", {CLEAR_ON_OFFROAD_TRANSITION, BOOL, "0", "0"}},
+    {"DecelerationProfile", {PERSISTENT, INT, "1", "0", 2}},
+    {"DeveloperMetrics", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"DeveloperSidebar", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"DeveloperSidebarMetric1", {PERSISTENT, INT, "1", "0", 3}},
+    {"DeveloperSidebarMetric2", {PERSISTENT, INT, "2", "0", 3}},
+    {"DeveloperSidebarMetric3", {PERSISTENT, INT, "3", "0", 3}},
+    {"DeveloperSidebarMetric4", {PERSISTENT, INT, "4", "0", 3}},
+    {"DeveloperSidebarMetric5", {PERSISTENT, INT, "5", "0", 3}},
+    {"DeveloperSidebarMetric6", {PERSISTENT, INT, "6", "0", 3}},
+    {"DeveloperSidebarMetric7", {PERSISTENT, INT, "7", "0", 3}},
+    {"DeveloperUI", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"DeveloperWidgets", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"DeviceManagement", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"DeviceShutdown", {PERSISTENT, INT, "9", "33", 1}},
+    {"DisableOnroadUploads", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"DisableOpenpilotLongitudinal", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"DiscordUsername", {PERSISTENT, STRING, "", "", 0}},
+    {"DisengageVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"DistanceButtonControl", {PERSISTENT, INT, "1", "0", 2}},
+    {"DistanceIconPack", {PERSISTENT, STRING, "stock", "stock", 0}},
+    {"DistanceIconToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"DownloadableBootLogos", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableColors", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableDistanceIcons", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableIcons", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableSignals", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableSounds", {PERSISTENT, STRING, "", ""}},
+    {"DownloadableWheels", {PERSISTENT, STRING, "", ""}},
+    {"DownloadAllModels", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"DownloadMaps", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"DriverCamera", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"Model", {PERSISTENT, STRING, "sc2", "sc2", 1}},
+    {"ModelVersion", {PERSISTENT, STRING, "v11", "v11", 1}},
+    {"DrivingModel", {PERSISTENT, STRING, "sc2", "sc2", 1}},
+    {"DrivingModelName", {PERSISTENT, STRING, "South Carolina", "South Carolina", 1}},
+    {"DrivingModelVersion", {PERSISTENT, STRING, "v11", "v11", 1}},
+    {"DynamicPathWidth", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"DynamicPedalsOnUI", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"EngageVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"EVTuning", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"Fahrenheit", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"FlashPanda", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"GMPedalLongitudinal", {PERSISTENT, BOOL, "1", "1", 2}},
+    {"LongPitch", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"RemoteStartBootsComma", {PERSISTENT, BOOL, "0", "0"}},
+    {"RemapCancelToDistance", {PERSISTENT, BOOL, "0", "0"}},
+    {"ForceAutoTune", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"ForceAutoTuneOff", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ForceFingerprint", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"ForceOffroad", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"ForceOnroad", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"ForceStops", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"ForceStandstill", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"ForceTorqueController", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"FPSCounter", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"StarPilotApiToken", {PERSISTENT | DONT_LOG, STRING, "", "", 0}},
+    {"StarPilotCarParams", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, BYTES, "", ""}},
+    {"StarPilotCarParamsPersistent", {PERSISTENT, BYTES, "", ""}},
+    {"StarPilotDongleId", {PERSISTENT | DONT_LOG, STRING, "", "", 0}},
+    {"StarPilotStats", {PERSISTENT | DONT_LOG, JSON, "{}", "{}"}},
+    {"StarPilotTogglesUpdated", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"FrogsGoMoosTweak", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"GoatScream", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"GoatScreamCriticalAlerts", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"GreenLightAlert", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"HideAlerts", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HideLeadMarker", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HideMaxSpeed", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HideSpeed", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HideSpeedLimit", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HigherBitrate", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HolidayThemes", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"HumanAcceleration", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HumanFollowing", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"HumanLaneChanges", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"IconPack", {PERSISTENT, STRING, "frog-animated", "stock", 0}},
+    {"IconToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"IncreasedStoppedDistance", {PERSISTENT, FLOAT, "0.0", "0.0", 1}},
+    {"IncreasedStoppedDistanceLowVisibility", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreasedStoppedDistanceRain", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreasedStoppedDistanceRainStorm", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreasedStoppedDistanceSnow", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreaseFollowingLowVisibility", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreaseFollowingRain", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreaseFollowingRainStorm", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreaseFollowingSnow", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"IncreaseThermalLimits", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"IssueReported", {CLEAR_ON_MANAGER_START, JSON, "{}", "{}"}},
+    {"KonikDongleId", {PERSISTENT, STRING, "", "", 0}},
+    {"KonikMinutes", {PERSISTENT, INT, "0", "0", 0}},
+    {"LaneChanges", {PERSISTENT, BOOL, "1", "1", 0}},
+    {"LaneChangeTime", {PERSISTENT, FLOAT, "1.0", "0.0", 1}},
+    {"LaneDetectionWidth", {PERSISTENT, FLOAT, "0.0", "0.0", 1}},
+    {"LaneLinesWidth", {PERSISTENT, FLOAT, "4.0", "2.0", 2}},
+    {"LastMapsUpdate", {PERSISTENT, STRING, "", ""}},
+    {"LateralTune", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"LeadDepartingAlert", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"LeadDetectionThreshold", {PERSISTENT, INT, "35", "50", 3}},
+    {"LeadInfo", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"LKASButtonControl", {PERSISTENT, INT, "5", "0", 2}},
+    {"LockDoors", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"LockDoorsTimer", {PERSISTENT, INT, "0", "0", 0}},
+    {"LongDistanceButtonControl", {PERSISTENT, INT, "5", "0", 2}},
+    {"LongitudinalActuatorDelay", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"LongitudinalActuatorDelayStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"LateralManeuverStatus", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON, "{}", "{}"}},
+    {"LongitudinalManeuverPaddleMode", {PERSISTENT, STRING, "auto", "auto"}},
+    {"LongitudinalManeuverStatus", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, JSON, "{}", "{}"}},
+    {"LongitudinalTune", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"LoudBlindspotAlert", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"LowVoltageShutdown", {PERSISTENT, FLOAT, "11.8", "11.8", 3}},
+    {"ManualUpdateInitiated", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"MapAcceleration", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"MapboxPublicKey", {PERSISTENT | DONT_LOG, STRING, "", "", 0}},
+    {"MapBoxRequests", {PERSISTENT, JSON, "{}", "{}"}},
+    {"MapboxSecretKey", {PERSISTENT | DONT_LOG, STRING, "", "", 0}},
+    {"MapDeceleration", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"MapdSettings", {PERSISTENT, JSON, "{}", "{}"}},
+    {"MapGears", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"MapsSelected", {PERSISTENT, STRING, "", "", 0}},
+    {"MapSpeedLimit", {CLEAR_ON_MANAGER_START, FLOAT, "0.0", "0.0"}},
+    {"NextMapSpeedLimit", {CLEAR_ON_MANAGER_START, JSON, "{}", "{}"}},
+    {"VisionSpeedLimit", {CLEAR_ON_MANAGER_START, FLOAT, "0.0", "0.0"}},
+    {"VisionSpeedLimitConfidence", {CLEAR_ON_MANAGER_START, FLOAT, "0.0", "0.0"}},
+    {"VisionSpeedLimitBookmarkCount", {CLEAR_ON_MANAGER_START, INT, "0", "0"}},
+    {"VisionSpeedLimitDebugSession", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"VisionSpeedLimitLastEvent", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"VisionSpeedLimitStatus", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"VisionSpeedLimitStream", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"MaxDesiredAcceleration", {PERSISTENT, FLOAT, "4.0", "2.0", 2}},
+    {"MinimumBackupSize", {PERSISTENT, INT, "0", "0"}},
+    {"MinimumLaneChangeSpeed", {PERSISTENT, FLOAT, "20.0", "20.0", 2}},
+    {"ModelDownloadProgress", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"ModelDrivesAndScores", {PERSISTENT, JSON, "{}", "{}"}},
+    {"ModelReleasedDates", {PERSISTENT, STRING, "", "", 1}},
+    {"ModelRandomizer", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"ModelSortMode", {PERSISTENT, STRING, "alphabetical", "alphabetical", 1}},
+    {"ModelToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"ModelUI", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ModelVersions", {PERSISTENT, STRING, "", "", 1}},
+    {"NavigationUI", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"NNFF", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"NNFFLite", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"NNFFModelName", {CLEAR_ON_MANAGER_START, STRING, "", "", 0}},
+    {"NoLogging", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"NoUploads", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"NudgelessLaneChange", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"NumericalTemp", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"Offset1", {PERSISTENT, FLOAT, "5.0", "0.0", 0}},
+    {"Offset2", {PERSISTENT, FLOAT, "5.0", "0.0", 0}},
+    {"Offset3", {PERSISTENT, FLOAT, "5.0", "0.0", 0}},
+    {"Offset4", {PERSISTENT, FLOAT, "5.0", "0.0", 0}},
+    {"Offset5", {PERSISTENT, FLOAT, "10.0", "0.0", 0}},
+    {"Offset6", {PERSISTENT, FLOAT, "10.0", "0.0", 0}},
+    {"Offset7", {PERSISTENT, FLOAT, "10.0", "0.0", 0}},
+    {"OneLaneChange", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"OnroadDistanceButton", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"OnroadDistanceButtonPressed", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"openpilotMinutes", {PERSISTENT, INT, "0", "0", 0}},
+    {"OverpassRequests", {PERSISTENT, JSON, "{}", "{}"}},
+    {"PathEdgeWidth", {PERSISTENT, FLOAT, "20.0", "0.0", 2}},
+    {"PathWidth", {PERSISTENT, FLOAT, "6.1", "5.9", 2}},
+    {"PauseAOLOnBrake", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"PauseLateralOnSignal", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"PauseLateralSpeed", {PERSISTENT, FLOAT, "0.0", "0.0", 1}},
+    {"PedalsOnUI", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"PondPaired", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"PondUploadPending", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"PreferredSchedule", {PERSISTENT, INT, "2", "0", 0}},
+    {"PreviousSpeedLimit", {PERSISTENT, FLOAT, "0.0", "0.0"}},
+    {"PromptDistractedVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"PromptVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"QOLLateral", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"QOLLongitudinal", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"QOLVisuals", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"RadarTracksUI", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"RainbowPath", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"RandomEvents", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"RandomThemes", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"RandomThemesHolidays", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"ReduceAccelerationLowVisibility", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceAccelerationRain", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceAccelerationRainStorm", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceAccelerationSnow", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceLateralAccelerationLowVisibility", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceLateralAccelerationRain", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceLateralAccelerationRainStorm", {PERSISTENT, INT, "0", "0", 2}},
+    {"ReduceLateralAccelerationSnow", {PERSISTENT, INT, "0", "0", 2}},
+    {"RefuseVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"RelaxedFollow", {PERSISTENT, FLOAT, "1.75", "1.75", 2}},
+    {"RelaxedFollowHigh", {PERSISTENT, FLOAT, "1.75", "1.75", 2}},
+    {"RelaxedJerkAcceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"RelaxedJerkDanger", {PERSISTENT, FLOAT, "100.0", "100.0", 3}},
+    {"RelaxedJerkDeceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"RelaxedJerkSpeed", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"RelaxedJerkSpeedDecrease", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"ReverseCruise", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"RecoveryPower", {PERSISTENT, FLOAT, "1.0", "1.0", 2}},
+    {"RoadEdgesWidth", {PERSISTENT, FLOAT, "2.0", "2.0", 2}},
+    {"RoadNameUI", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"RotatingWheel", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"ScreenBrightness", {PERSISTENT, INT, "101", "101", 2}},
+    {"ScreenBrightnessOnroad", {PERSISTENT, INT, "101", "101", 2}},
+    {"ScreenManagement", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"ScreenRecorder", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ScreenTimeout", {PERSISTENT, INT, "30", "30", 2}},
+    {"ScreenTimeoutOnroad", {PERSISTENT, INT, "30", "10", 2}},
+    {"SecOCKeys", {PERSISTENT | DONT_LOG, STRING, "", "", 0}},
+    {"SafeMode", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SafeModeBackup", {PERSISTENT, JSON, "{}", "{}"}},
+    {"SetSpeedLimit", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"SetSpeedOffset", {PERSISTENT, FLOAT, "0.0", "0.0", 2}},
+    {"ShowCEMStatus", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ShowCPU", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"ShowCSCStatus", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"ShowGPU", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"ShowIP", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"ShowMemoryUsage", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"ShownToggleDescriptions", {PERSISTENT, JSON, "{}", "{}"}},
+    {"ShowSLCOffset", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"ShowSpeedLimits", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"ShowSteering", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"ShowStoppingPoint", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"ShowStoppingPointMetrics", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"ShowStorageLeft", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"ShowStorageUsed", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"SidebarMetrics", {PERSISTENT, BOOL, "1", "0", 3}},
+    {"SidebarOpen", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SignalAnimation", {PERSISTENT, STRING, "frog", "stock", 0}},
+    {"SignalMetrics", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"SignalToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"SimpleMode", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SLCConfirmation", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SLCConfirmationHigher", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SLCConfirmationLower", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SLCFallback", {PERSISTENT, INT, "2", "0", 1}},
+    {"SLCLookaheadHigher", {PERSISTENT, INT, "0", "0", 2}},
+    {"SLCLookaheadLower", {PERSISTENT, INT, "0", "0", 2}},
+    {"SLCMapboxFiller", {PERSISTENT, BOOL, "1", "0", 1}},
+    {"SLCOverride", {PERSISTENT, INT, "1", "0", 1}},
+    {"SLCPriority", {PERSISTENT, STRING, "", "", 2}},
+    {"SLCPriority1", {PERSISTENT, STRING, "Map Data", "Map Data", 2}},
+    {"SLCPriority2", {PERSISTENT, STRING, "Dashboard", "Dashboard", 2}},
+    {"SNGHack", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"SoundPack", {PERSISTENT, STRING, "frog", "stock", 0}},
+    {"SoundToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"SpeedLimitAccepted", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"SpeedLimitChangedAlert", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SpeedLimitController", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SpeedLimitFiller", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"SpeedLimits", {PERSISTENT | DONT_LOG, JSON, "[]", "[]"}},
+    {"SpeedLimitsFiltered", {PERSISTENT | DONT_LOG, JSON, "[]", "[]"}},
+    {"SpeedLimitSources", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"VisionSpeedLimitAutoBookmark", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"VisionSpeedLimitAutoPreserveSegment", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"VisionSpeedLimitDetection", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"VisionSpeedLimitTrainingCollector", {PERSISTENT, BOOL, "1", "1", 0}},
+    {"StandardFollow", {PERSISTENT, FLOAT, "1.45", "1.45", 2}},
+    {"StandardFollowHigh", {PERSISTENT, FLOAT, "1.45", "1.45", 2}},
+    {"StandardJerkAcceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"StandardJerkDanger", {PERSISTENT, FLOAT, "100.0", "100.0", 3}},
+    {"StandardJerkDeceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"StandardJerkSpeed", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"StandardJerkSpeedDecrease", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"StandbyMode", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"StartAccel", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StartAccelStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StartupMessageBottom", {PERSISTENT, STRING, "Human-tested, frog-approved 🐸", "Always keep hands on wheel and eyes on road", 0}},
+    {"StartupMessageTop", {PERSISTENT, STRING, "Hop in and buckle up!", "Be ready to take over at any time", 0}},
+    {"StaticPedalsOnUI", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"SteerDelay", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerDelayStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerFriction", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerFrictionStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerKP", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerKPStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerLatAccel", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerLatAccelStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerOffset", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerOffsetStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerRatio", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SteerRatioStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StockDongleId", {PERSISTENT, STRING, "", ""}},
+    {"StopAccel", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StopAccelStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StoppedTimer", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"StopDistance", {PERSISTENT, FLOAT, "6.0", "6.0", 2}},
+    {"StoppingDecelRate", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"StoppingDecelRateStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"SwitchbackModeCooldown", {PERSISTENT, INT, "5", "0", 2}},
+    {"SwitchbackModeEnabled", {CLEAR_ON_OFFROAD_TRANSITION, BOOL, "0", "0"}},
+    {"SubaruSNG", {PERSISTENT, BOOL, "1", "0", 2}},
+    {"TacoTune", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"TacoTuneHacks", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"TestAlert", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"TetheringEnabled", {PERSISTENT, INT, "0", "0", 0}},
+    {"ThemeDownloadProgress", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"ThemesDownloaded", {PERSISTENT, JSON, "{}", "{}"}},
+    {"Timezone", {PERSISTENT, STRING, "", ""}},
+    {"TinygradUpdateAvailable", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"ToyotaDoors", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"TrafficFollow", {PERSISTENT, FLOAT, "0.5", "0.5", 2}},
+    {"TrafficJerkAcceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"TrafficJerkDanger", {PERSISTENT, FLOAT, "100.0", "100.0", 3}},
+    {"TrafficJerkDeceleration", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"TrafficJerkSpeed", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"TrafficJerkSpeedDecrease", {PERSISTENT, FLOAT, "50.0", "50.0", 3}},
+    {"TruckTuning", {PERSISTENT, BOOL, "0", "0", 3}},
+    {"TuningLevel", {PERSISTENT, INT, "0", "0", 0}},
+    {"TuningLevelConfirmed", {PERSISTENT, BOOL, "0", "0", 0}},
+    {"TurnDesires", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"UnlockDoors", {PERSISTENT, BOOL, "1", "0", 0}},
+    {"Updated", {PERSISTENT, STRING, "0", "0"}},
+    {"UpdateSpeedLimits", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"UpdateSpeedLimitsStatus", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
+    {"UpdateTinygrad", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"UpdateWheelImage", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"UseActiveTheme", {CLEAR_ON_MANAGER_START, BOOL, "0", "0"}},
+    {"UseKonikServer", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"UseSI", {PERSISTENT, BOOL, "1", "1", 3}},
+    {"UserFavorites", {PERSISTENT, STRING, "", "", 1}},
+    {"UseVienna", {PERSISTENT, BOOL, "0", "0", 1}},
+    {"VEgoStarting", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"VEgoStartingStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"VEgoStopping", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"VEgoStoppingStock", {PERSISTENT, FLOAT, "0.0", "0.0", 3}},
+    {"VeryLongDistanceButtonControl", {PERSISTENT, INT, "6", "0", 2}},
+    {"VoltSNG", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"WarningImmediateVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"WarningSoftVolume", {PERSISTENT, INT, "101", "101", 2}},
+    {"WeatherPresets", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"WeatherToken", {PERSISTENT | DONT_LOG, STRING, "", "", 2}},
+    {"WheelControls", {PERSISTENT, STRING, "", "", 2}},
+    {"WheelIcon", {PERSISTENT, STRING, "frog", "stock", 0}},
+    {"WheelSpeed", {PERSISTENT, BOOL, "0", "0", 2}},
+    {"WheelToDownload", {CLEAR_ON_MANAGER_START, STRING, "", ""}},
 };

common/params_pyx.pyx

@@ -20,6 +20,9 @@ cdef extern from "common/params.h":
     CLEAR_ON_IGNITION_ON
     ALL
 
+    # StarPilot variables
+    DONT_LOG
+
   cpdef enum ParamKeyType:
     STRING
     BOOL
@@ -30,7 +33,7 @@ cdef extern from "common/params.h":
     BYTES
 
   cdef cppclass c_Params "Params":
-    c_Params(string) except + nogil
+    c_Params(string, bool) except + nogil
     string get(string, bool) nogil
     bool getBool(string, bool) nogil
     int remove(string) nogil
@@ -45,6 +48,13 @@ cdef extern from "common/params.h":
     void clearAll(ParamKeyFlag)
     vector[string] allKeys()
 
+    # StarPilot variables
+    ParamKeyFlag getKeyFlag(string) nogil
+
+    optional[string] getStockValue(string) nogil
+
+    int getTuningLevel(string) nogil
+
 PYTHON_2_CPP = {
   (str, STRING): lambda v: v,
   (builtins.bool, BOOL): lambda v: "1" if v else "0",
@@ -55,12 +65,35 @@ PYTHON_2_CPP = {
   (list, JSON): json.dumps,
   (bytes, BYTES): lambda v: v,
 }
+
+
+def _decode_int(v):
+  decoded = v.decode("utf-8")
+  try:
+    return int(decoded)
+  except ValueError:
+    return int(float(decoded))
+
+
+def _decode_time(v):
+  decoded = v.decode("utf-8")
+  try:
+    return datetime.datetime.fromisoformat(decoded)
+  except ValueError:
+    for fmt in ("%B %d, %Y - %I:%M%p", "%B %d, %Y - %I:%M %p"):
+      try:
+        return datetime.datetime.strptime(decoded, fmt)
+      except ValueError:
+        pass
+    raise
+
+
 CPP_2_PYTHON = {
   STRING: lambda v: v.decode("utf-8"),
   BOOL: lambda v: v == b"1",
-  INT: int,
+  INT: _decode_int,
   FLOAT: float,
-  TIME: lambda v: datetime.datetime.fromisoformat(v.decode("utf-8")),
+  TIME: _decode_time,
   JSON: json.loads,
   BYTES: lambda v: v,
 }
@@ -75,14 +108,27 @@ cdef class Params:
   cdef c_Params* p
   cdef str d
 
-  def __cinit__(self, d=""):
+  # StarPilot variables
+  cdef bool m
+  cdef bool return_defaults
+
+  def __cinit__(self, d="", *, memory=False, return_defaults=False):
     cdef string path = <string>d.encode()
+
+    # StarPilot variables
+    cdef bool c_memory = memory
+
     with nogil:
-      self.p = new c_Params(path)
+      self.p = new c_Params(path, c_memory)
     self.d = d
 
+    # StarPilot variables
+    self.m = memory
+
+    self.return_defaults = return_defaults or memory
+
   def __reduce__(self):
-    return (type(self), (self.d,))
+    return (type(self), (self.d, self.m, self.return_defaults))
 
   def __dealloc__(self):
     del self.p
@@ -119,7 +165,7 @@ cdef class Params:
     with nogil:
       val = self.p.get(k, block)
 
-    default_val = (default.value() if default.has_value() else None) if return_default else None
+    default_val = (default.value() if default.has_value() else None) if (return_default or self.return_defaults and not block) else None
     if val == b"":
       if block:
         # If we got no value while running in blocked mode
@@ -194,3 +240,18 @@ cdef class Params:
     cdef string k = self.check_key(key)
     cdef ParamKeyType t = self.p.getKeyType(k)
     return self._cpp2python(t, value, None, key)
+
+  # StarPilot variables
+  def get_key_flag(self, key):
+    return self.p.getKeyFlag(self.check_key(key))
+
+  def get_stock_value(self, key):
+    cdef string k = self.check_key(key)
+    cdef ParamKeyType t = self.p.getKeyType(k)
+    cdef optional[string] stock = self.p.getStockValue(k)
+    return self._cpp2python(t, stock.value(), None, key) if stock.has_value() else None
+
+  def get_tuning_level(self, key):
+    cdef string k = self.check_key(key)
+    cdef optional[int] level = self.p.getTuningLevel(k)
+    return level.value() if level.has_value() else 0

common/pid.py

@@ -2,11 +2,10 @@ import numpy as np
 from numbers import Number
 
 class PIDController:
-  def __init__(self, k_p, k_i, k_f=0., k_d=0., pos_limit=1e308, neg_limit=-1e308, rate=100):
+  def __init__(self, k_p, k_i, k_d=0., pos_limit=1e308, neg_limit=-1e308, rate=100):
     self._k_p = k_p
     self._k_i = k_i
     self._k_d = k_d
-    self.k_f = k_f   # feedforward gain
     if isinstance(self._k_p, Number):
       self._k_p = [[0], [self._k_p]]
     if isinstance(self._k_i, Number):
@@ -16,7 +15,7 @@ class PIDController:
 
     self.set_limits(pos_limit, neg_limit)
 
-    self.i_rate = 1.0 / rate
+    self.i_dt = 1.0 / rate
     self.speed = 0.0
 
     self.reset()
@@ -46,12 +45,12 @@ class PIDController:
 
   def update(self, error, error_rate=0.0, speed=0.0, feedforward=0., freeze_integrator=False):
     self.speed = speed
-    self.p = float(error) * self.k_p
-    self.f = feedforward * self.k_f
-    self.d = error_rate * self.k_d
+    self.p = self.k_p * float(error)
+    self.d = self.k_d * error_rate
+    self.f = feedforward
 
     if not freeze_integrator:
-      i = self.i + error * self.k_i * self.i_rate
+      i = self.i + self.k_i * self.i_dt * error
 
       # Don't allow windup if already clipping
       test_control = self.p + i + self.d + self.f

common/prefix.py

@@ -11,7 +11,7 @@ from openpilot.system.hardware.hw import DEFAULT_DOWNLOAD_CACHE_ROOT
 class OpenpilotPrefix:
   def __init__(self, prefix: str = None, create_dirs_on_enter: bool = True, clean_dirs_on_exit: bool = True, shared_download_cache: bool = False):
     self.prefix = prefix if prefix else str(uuid.uuid4().hex[0:15])
-    self.msgq_path = os.path.join(Paths.shm_path(), self.prefix)
+    self.msgq_path = os.path.join(Paths.shm_path(), "msgq_" + self.prefix)
     self.create_dirs_on_enter = create_dirs_on_enter
     self.clean_dirs_on_exit = clean_dirs_on_exit
     self.shared_download_cache = shared_download_cache

common/realtime.py

@@ -30,7 +30,10 @@ class Priority:
 
 def set_core_affinity(cores: list[int]) -> None:
   if sys.platform == 'linux' and not PC:
-    os.sched_setaffinity(0, cores)
+    try:
+      os.sched_setaffinity(0, cores)
+    except OSError:
+      pass
 
 
 def config_realtime_process(cores: int | list[int], priority: int) -> None:

common/retry.py

@@ -1,30 +0,0 @@
-import time
-import functools
-
-from openpilot.common.swaglog import cloudlog
-
-
-def retry(attempts=3, delay=1.0, ignore_failure=False):
-  def decorator(func):
-    @functools.wraps(func)
-    def wrapper(*args, **kwargs):
-      for _ in range(attempts):
-        try:
-          return func(*args, **kwargs)
-        except Exception:
-          cloudlog.exception(f"{func.__name__} failed, trying again")
-          time.sleep(delay)
-
-      if ignore_failure:
-        cloudlog.error(f"{func.__name__} failed after retry")
-      else:
-        raise Exception(f"{func.__name__} failed after retry")
-    return wrapper
-  return decorator
-
-
-if __name__ == "__main__":
-  @retry(attempts=10)
-  def abc():
-    raise ValueError("abc failed :(")
-  abc()

common/run.py

@@ -1,28 +0,0 @@
-import subprocess
-from contextlib import contextmanager
-from subprocess import Popen, PIPE, TimeoutExpired
-
-
-def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
-  return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
-
-
-def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
-  try:
-    return run_cmd(cmd, cwd=cwd, env=env)
-  except subprocess.CalledProcessError:
-    return default
-
-
-@contextmanager
-def managed_proc(cmd: list[str], env: dict[str, str]):
-  proc = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE)
-  try:
-    yield proc
-  finally:
-    if proc.poll() is None:
-      proc.terminate()
-    try:
-      proc.wait(timeout=5)
-    except TimeoutExpired:
-      proc.kill()

common/spinner.py

@@ -5,10 +5,28 @@ from openpilot.common.basedir import BASEDIR
 
 class Spinner:
   def __init__(self):
+    self.spinner_proc = None
+
+    # Prefer the legacy compiled spinner on device.
+    legacy_spinner = os.path.join(BASEDIR, "selfdrive", "ui", "spinner")
+    if os.path.isfile("/TICI") and os.path.isfile(legacy_spinner) and os.access(legacy_spinner, os.X_OK):
+      try:
+        self.spinner_proc = subprocess.Popen([legacy_spinner],
+                                             stdin=subprocess.PIPE,
+                                             cwd=os.path.join(BASEDIR, "selfdrive", "ui"),
+                                             close_fds=True)
+        return
+      except OSError:
+        self.spinner_proc = None
+
+    # Raylib spinner requires Python deps from the repo virtualenv.
+    spinner_cwd = os.path.join(BASEDIR, "system", "ui")
+    venv_python = os.path.join(BASEDIR, ".venv", "bin", "python")
+    python_exec = venv_python if os.path.isfile(venv_python) else "python3"
     try:
-      self.spinner_proc = subprocess.Popen(["./spinner.py"],
+      self.spinner_proc = subprocess.Popen([python_exec, "./spinner.py"],
                                            stdin=subprocess.PIPE,
-                                           cwd=os.path.join(BASEDIR, "system", "ui"),
+                                           cwd=spinner_cwd,
                                            close_fds=True)
     except OSError:
       self.spinner_proc = None

common/tests/test_file_helpers.py

@@ -1,7 +1,7 @@
 import os
 from uuid import uuid4
 
-from openpilot.common.file_helpers import atomic_write_in_dir
+from openpilot.common.utils import atomic_write
 
 
 class TestFileHelpers:
@@ -15,5 +15,5 @@ class TestFileHelpers:
       assert f.read() == "test"
     os.remove(path)
 
-  def test_atomic_write_in_dir(self):
-    self.run_atomic_write_func(atomic_write_in_dir)
+  def test_atomic_write(self):
+    self.run_atomic_write_func(atomic_write)

common/tests/test_params.py

@@ -101,6 +101,16 @@ class TestParams:
     assert q.get("CarParams") is None
     assert q.get("CarParams", True) == b"1"
 
+  def test_put_nonblocking_latest_value_wins(self, tmp_path):
+    q = Params(str(tmp_path))
+    for i in range(100):
+      q.put_nonblocking("CarParams", f"value-{i}".encode())
+
+    del q
+
+    r = Params(str(tmp_path))
+    assert r.get("CarParams") == b"value-99"
+
   def test_params_all_keys(self):
     keys = Params().all_keys()
 

common/text_window.py

@@ -7,10 +7,27 @@ from openpilot.common.basedir import BASEDIR
 
 class TextWindow:
   def __init__(self, text):
+    self.text_proc = None
+
+    # Prefer the legacy compiled text window on device.
+    legacy_text = os.path.join(BASEDIR, "selfdrive", "ui", "text")
+    if os.path.isfile("/TICI") and os.path.isfile(legacy_text) and os.access(legacy_text, os.X_OK):
+      try:
+        self.text_proc = subprocess.Popen([legacy_text, text],
+                                          stdin=subprocess.PIPE,
+                                          cwd=os.path.join(BASEDIR, "selfdrive", "ui"),
+                                          close_fds=True)
+        return
+      except OSError:
+        self.text_proc = None
+
+    text_cwd = os.path.join(BASEDIR, "system", "ui")
+    venv_python = os.path.join(BASEDIR, ".venv", "bin", "python")
+    python_exec = venv_python if os.path.isfile(venv_python) else "python3"
     try:
-      self.text_proc = subprocess.Popen(["./text.py", text],
+      self.text_proc = subprocess.Popen([python_exec, "./text.py", text],
                                         stdin=subprocess.PIPE,
-                                        cwd=os.path.join(BASEDIR, "system", "ui"),
+                                        cwd=text_cwd,
                                         close_fds=True)
     except OSError:
       self.text_proc = None

common/util.h

@@ -37,6 +37,11 @@ const double MS_TO_MPH = MS_TO_KPH * KM_TO_MILE;
 const double METER_TO_MILE = KM_TO_MILE / 1000.0;
 const double METER_TO_FOOT = 3.28084;
 
+// StarPilot variables
+const double FOOT_TO_METER = 1. / METER_TO_FOOT;
+const double CM_TO_INCH = 1. / 2.54;
+const double INCH_TO_CM = 1. / CM_TO_INCH;
+
 #define ALIGNED_SIZE(x, align) (((x) + (align)-1) & ~((align)-1))
 
 namespace util {

common/utils.py

@@ -0,0 +1,118 @@
+import io
+import os
+import tempfile
+import contextlib
+import subprocess
+import time
+import functools
+from subprocess import Popen, PIPE, TimeoutExpired
+import zstandard as zstd
+from openpilot.common.swaglog import cloudlog
+
+LOG_COMPRESSION_LEVEL = 10  # little benefit up to level 15. level ~17 is a small step change
+
+
+class CallbackReader:
+  """Wraps a file, but overrides the read method to also
+  call a callback function with the number of bytes read so far."""
+  def __init__(self, f, callback, *args):
+    self.f = f
+    self.callback = callback
+    self.cb_args = args
+    self.total_read = 0
+
+  def __getattr__(self, attr):
+    return getattr(self.f, attr)
+
+  def read(self, *args, **kwargs):
+    chunk = self.f.read(*args, **kwargs)
+    self.total_read += len(chunk)
+    self.callback(*self.cb_args, self.total_read)
+    return chunk
+
+
+@contextlib.contextmanager
+def atomic_write(path: str, mode: str = 'w', buffering: int = -1, encoding: str | None = None, newline: str | None = None,
+                 overwrite: bool = False):
+  """Write to a file atomically using a temporary file in the same directory as the destination file."""
+  dir_name = os.path.dirname(path)
+
+  if not overwrite and os.path.exists(path):
+    raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
+
+  with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
+    yield tmp_file
+    tmp_file_name = tmp_file.name
+  os.replace(tmp_file_name, path)
+
+
+def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
+  if not should_compress:
+    file_size = os.path.getsize(filepath)
+    file_stream = open(filepath, "rb")
+    return file_stream, file_size
+
+  # Compress the file on the fly
+  compressed_stream = io.BytesIO()
+  compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
+
+  with open(filepath, "rb") as f:
+    compressor.copy_stream(f, compressed_stream)
+    compressed_size = compressed_stream.tell()
+    compressed_stream.seek(0)
+    return compressed_stream, compressed_size
+
+
+# remove all keys that end in DEPRECATED
+def strip_deprecated_keys(d):
+  for k in list(d.keys()):
+    if isinstance(k, str):
+      if k.endswith('DEPRECATED'):
+        d.pop(k)
+      elif isinstance(d[k], dict):
+        strip_deprecated_keys(d[k])
+  return d
+
+
+def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
+  return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
+
+
+def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
+  try:
+    return run_cmd(cmd, cwd=cwd, env=env)
+  except subprocess.CalledProcessError:
+    return default
+
+
+@contextlib.contextmanager
+def managed_proc(cmd: list[str], env: dict[str, str]):
+  proc = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE)
+  try:
+    yield proc
+  finally:
+    if proc.poll() is None:
+      proc.terminate()
+    try:
+      proc.wait(timeout=5)
+    except TimeoutExpired:
+      proc.kill()
+
+
+def retry(attempts=3, delay=1.0, ignore_failure=False):
+  def decorator(func):
+    @functools.wraps(func)
+    def wrapper(*args, **kwargs):
+      for _ in range(attempts):
+        try:
+          return func(*args, **kwargs)
+        except Exception:
+          cloudlog.exception(f"{func.__name__} failed, trying again")
+          time.sleep(delay)
+
+      if ignore_failure:
+        cloudlog.error(f"{func.__name__} failed after retry")
+      else:
+        raise Exception(f"{func.__name__} failed after retry")
+    return wrapper
+  return decorator

common/version.h

@@ -1 +1 @@
-#define COMMA_VERSION "0.10.1"
+#define COMMA_VERSION "0.10.3"

common/watchdog.cc

@@ -8,5 +8,5 @@ const std::string watchdog_fn_prefix = Path::shm_path() + "/wd_";  // + <pid>
 
 bool watchdog_kick(uint64_t ts) {
   static std::string fn = watchdog_fn_prefix + std::to_string(getpid());
-  return util::write_file(fn.c_str(), &ts, sizeof(ts), O_WRONLY | O_CREAT) > 0;
+  return util::write_file(fn.c_str(), &ts, sizeof(ts), O_WRONLY | O_CREAT) == 0;
 }

common/watchdog.py

@@ -2,21 +2,27 @@ import os
 import time
 import struct
 from openpilot.system.hardware.hw import Paths
+from openpilot.common.swaglog import cloudlog
 
 WATCHDOG_FN = f"{Paths.shm_path()}/wd_"
 _LAST_KICK = 0.0
+_LAST_ERROR_LOG = 0.0
 
 def kick_watchdog():
-  global _LAST_KICK
+  global _LAST_KICK, _LAST_ERROR_LOG
   current_time = time.monotonic()
 
   if current_time - _LAST_KICK < 1.0:
-    return
+    return True
 
   try:
     with open(f"{WATCHDOG_FN}{os.getpid()}", 'wb') as f:
       f.write(struct.pack('<Q', int(current_time * 1e9)))
       f.flush()
     _LAST_KICK = current_time
-  except OSError:
-    pass
+    return True
+  except OSError as e:
+    if current_time - _LAST_ERROR_LOG >= 5.0:
+      cloudlog.error(f"watchdog kick failed for pid {os.getpid()}: {e}")
+      _LAST_ERROR_LOG = current_time
+    return False

dev

@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "${ROOT_DIR}/scripts/host_tool_runner.sh" "$@"

docs/CARS.md

@@ -4,350 +4,352 @@
 
 A supported vehicle is one that just works when you install a comma device. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified.
 
-# 321 Supported Cars
+# 325 Supported Cars
 
 |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|Setup Video|
 |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
-|Acura|ILX 2016-18|Technology Plus Package or AcuraWatch Plus|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2016-18">Buy Here</a></sub></details>|||
-|Acura|ILX 2019|All|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2019">Buy Here</a></sub></details>|||
-|Acura|MDX 2025|All except Type S|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2025">Buy Here</a></sub></details>|||
-|Acura|RDX 2016-18|AcuraWatch Plus or Advance Package|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2016-18">Buy Here</a></sub></details>|||
-|Acura|RDX 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">Buy Here</a></sub></details>|||
-|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
-|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
-|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
-|Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
-|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
-|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
-|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EV 2022-23">Buy Here</a></sub></details>|||
-|Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Equinox 2019-22">Buy Here</a></sub></details>|||
-|Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Silverado 1500 2020-21">Buy Here</a></sub></details>|||
-|Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Trailblazer 2021-22">Buy Here</a></sub></details>|||
-|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2017-18">Buy Here</a></sub></details>|||
-|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2019-20">Buy Here</a></sub></details>|||
-|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>|||
-|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>|||
-|Chrysler|Pacifica Hybrid 2019-25|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>|||
+|Acura|ILX 2016-18|Technology Plus Package or AcuraWatch Plus|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2016-18">Buy Here</a></sub></details>|||
+|Acura|ILX 2019|All|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2019">Buy Here</a></sub></details>|||
+|Acura|MDX 2025|All except Type S|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2025">Buy Here</a></sub></details>|||
+|Acura|RDX 2016-18|AcuraWatch Plus or Advance Package|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2016-18">Buy Here</a></sub></details>|||
+|Acura|RDX 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">Buy Here</a></sub></details>|||
+|Acura|TLX 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2021">Buy Here</a></sub></details>|||
+|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
+|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
+|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
+|Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
+|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
+|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
+|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim, without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EV 2022-23">Buy Here</a></sub></details>|||
+|Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Equinox 2019-22">Buy Here</a></sub></details>|||
+|Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Silverado 1500 2020-21">Buy Here</a></sub></details>|||
+|Chevrolet|Trailblazer 2021-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Trailblazer 2021-22">Buy Here</a></sub></details>|||
+|Chrysler|Pacifica 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2017-18">Buy Here</a></sub></details>|||
+|Chrysler|Pacifica 2019-20|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2019-20">Buy Here</a></sub></details>|||
+|Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>|||
+|Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>|||
+|Chrysler|Pacifica Hybrid 2019-25|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>|||
 |comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>|||
-|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Dodge Durango 2020-21">Buy Here</a></sub></details>|||
-|Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Bronco Sport 2021-24">Buy Here</a></sub></details>|||
-|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer 2020-24">Buy Here</a></sub></details>|||
-|Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer Hybrid 2020-24">Buy Here</a></sub></details>|||
-|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Focus 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>|||
-|Ford|Focus Hybrid 2018[<sup>3</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>|||
-|Ford|Kuga 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga 2020-23">Buy Here</a></sub></details>|||
-|Ford|Kuga Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Ford|Kuga Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Kuga Plug-in Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Ford|Kuga Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2022">Buy Here</a></sub></details>|||
-|Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2023-24">Buy Here</a></sub></details>|||
-|Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2022">Buy Here</a></sub></details>|||
-|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2023-24">Buy Here</a></sub></details>|||
-|Ford|Mustang Mach-E 2021-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2018">Buy Here</a></sub></details>|||
-|Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2019-21">Buy Here</a></sub></details>|||
-|Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2022-23">Buy Here</a></sub></details>|||
-|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2017">Buy Here</a></sub></details>|||
-|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2018-19">Buy Here</a></sub></details>|||
-|Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>|||
-|Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G90 2017-20">Buy Here</a></sub></details>|||
-|Genesis|GV60 (Advanced Trim) 2023[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>|||
-|Genesis|GV60 (Performance Trim) 2022-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>|||
-|Genesis|GV70 (2.5T Trim, without HDA II) 2022-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (2.5T Trim, without HDA II) 2022-24">Buy Here</a></sub></details>|||
-|Genesis|GV70 (3.5T Trim, without HDA II) 2022-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>|||
-|Genesis|GV70 Electrified (Australia Only) 2022[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>|||
-|Genesis|GV70 Electrified (with HDA II) 2023-24[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>|||
-|Genesis|GV80 2023[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV80 2023">Buy Here</a></sub></details>|||
-|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Accord 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2023-25">Buy Here</a></sub></details>|||
-|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>|||
-|Honda|Accord Hybrid 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>|||
-|Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>|||
-|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>5</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic Hatchback Hybrid 2025|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>|||
-|Honda|Civic Hybrid 2025|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025">Buy Here</a></sub></details>|||
-|Honda|CR-V 2015-16|Touring Trim|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2015-16">Buy Here</a></sub></details>|||
-|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|15 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2017-22">Buy Here</a></sub></details>|||
-|Honda|CR-V 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2023-25">Buy Here</a></sub></details>|||
-|Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2017-22">Buy Here</a></sub></details>|||
-|Honda|CR-V Hybrid 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2023-25">Buy Here</a></sub></details>|||
-|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda e 2020">Buy Here</a></sub></details>|||
-|Honda|Fit 2018-20|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Fit 2018-20">Buy Here</a></sub></details>|||
-|Honda|Freed 2020|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Freed 2020">Buy Here</a></sub></details>|||
-|Honda|HR-V 2019-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2019-22">Buy Here</a></sub></details>|||
-|Honda|HR-V 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2023-25">Buy Here</a></sub></details>|||
-|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Insight 2019-22">Buy Here</a></sub></details>|||
-|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Inspire 2018">Buy Here</a></sub></details>|||
-|Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2018-20">Buy Here</a></sub></details>|||
-|Honda|Passport 2019-25|All|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2019-25">Buy Here</a></sub></details>|||
-|Honda|Pilot 2016-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2016-22">Buy Here</a></sub></details>|||
-|Honda|Pilot 2023-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2023-25">Buy Here</a></sub></details>|||
-|Honda|Ridgeline 2017-25|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Ridgeline 2017-25">Buy Here</a></sub></details>|||
-|Hyundai|Azera 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera 2022">Buy Here</a></sub></details>|||
-|Hyundai|Azera Hybrid 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2019">Buy Here</a></sub></details>|||
-|Hyundai|Azera Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2020">Buy Here</a></sub></details>|||
-|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>|||
-|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2017-18">Buy Here</a></sub></details>|||
-|Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2019">Buy Here</a></sub></details>|||
-|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Elantra GT 2017-20|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra GT 2017-20">Buy Here</a></sub></details>|||
-|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Genesis 2015-16">Buy Here</a></sub></details>|||
-|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai i30 2017-19">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq 5 (with HDA II) 2022-24[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq 5 (without HDA II) 2022-24[<sup>6</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq 6 (with HDA II) 2023-24[<sup>6</sup>](#footnotes)|Highway Driving Assist II|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2019">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2020">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2017-19">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>|||
-|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2020">Buy Here</a></sub></details>|||
-|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>|||
-|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>|||
-|Hyundai|Kona Electric (with HDA II, Korea only) 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Hybrid 2020">Buy Here</a></sub></details>|||
-|Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Nexo 2021">Buy Here</a></sub></details>|||
-|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Santa Cruz 2022-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Cruz 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>|||
-|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
-|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2018-19">Buy Here</a></sub></details>|||
-|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Hyundai|Staria 2023[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Staria 2023">Buy Here</a></sub></details>|||
-|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2021">Buy Here</a></sub></details>|||
-|Hyundai|Tucson 2022[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2022">Buy Here</a></sub></details>|||
-|Hyundai|Tucson 2023-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2023-24">Buy Here</a></sub></details>|||
-|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Diesel 2019">Buy Here</a></sub></details>|||
-|Hyundai|Tucson Hybrid 2022-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Tucson Plug-in Hybrid 2024[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>|||
-|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">Buy Here</a></sub></details>|||
-|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Carnival 2022-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival 2022-24">Buy Here</a></sub></details>|||
-|Kia|Carnival (China only) 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival (China only) 2023">Buy Here</a></sub></details>|||
-|Kia|Ceed 2019-21|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed 2019-21">Buy Here</a></sub></details>|||
-|Kia|EV6 (Southeast Asia only) 2022-24[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>|||
-|Kia|EV6 (with HDA II) 2022-24[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
-|Kia|EV6 (without HDA II) 2022-24[<sup>6</sup>](#footnotes)|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
-|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2019-21">Buy Here</a></sub></details>|||
-|Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>|||
-|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>|||
-|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Kia|K8 Hybrid (with HDA II) 2023[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>|||
-|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV (with HDA II) 2025[<sup>6</sup>](#footnotes)|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>|||
-|Kia|Niro EV (without HDA II) 2023-25[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (without HDA II) 2023-25">Buy Here</a></sub></details>|||
-|Kia|Niro Hybrid 2018|Smart Cruise Control (SCC)|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2018">Buy Here</a></sub></details>|||
-|Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2021">Buy Here</a></sub></details>|||
-|Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2022">Buy Here</a></sub></details>|||
-|Kia|Niro Hybrid 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>|||
-|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>|||
-|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>|||
-|Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>|||
-|Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>|||
-|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2017">Buy Here</a></sub></details>|||
-|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2019-20">Buy Here</a></sub></details>|||
-|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>|||
-|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>|||
-|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Sorento 2021-23[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2021-23">Buy Here</a></sub></details>|||
-|Kia|Sorento Hybrid 2021-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Hybrid 2021-23">Buy Here</a></sub></details>|||
-|Kia|Sorento Plug-in Hybrid 2022-23[<sup>6</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
-|Kia|Sportage 2023-24[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage 2023-24">Buy Here</a></sub></details>|||
-|Kia|Sportage Hybrid 2023[<sup>6</sup>](#footnotes)|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage Hybrid 2023">Buy Here</a></sub></details>|||
-|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2022-23">Buy Here</a></sub></details>|||
-|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Telluride 2020-22">Buy Here</a></sub></details>|||
-|Lexus|CT Hybrid 2017-18|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus CT Hybrid 2017-18">Buy Here</a></sub></details>|||
-|Lexus|ES 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2017-18">Buy Here</a></sub></details>|||
-|Lexus|ES 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2019-25">Buy Here</a></sub></details>|||
-|Lexus|ES Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2017-18">Buy Here</a></sub></details>|||
-|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus GS F 2016">Buy Here</a></sub></details>|||
-|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2017-19">Buy Here</a></sub></details>|||
-|Lexus|IS 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2022-24">Buy Here</a></sub></details>|||
-|Lexus|LC 2024-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus LC 2024-25">Buy Here</a></sub></details>|||
-|Lexus|NX 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2018-19">Buy Here</a></sub></details>|||
-|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2020-21">Buy Here</a></sub></details>|||
-|Lexus|NX Hybrid 2018-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2018-19">Buy Here</a></sub></details>|||
-|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2020-21">Buy Here</a></sub></details>|||
-|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2018-20">Buy Here</a></sub></details>|||
-|Lexus|RC 2023|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2023">Buy Here</a></sub></details>|||
-|Lexus|RX 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2016">Buy Here</a></sub></details>|||
-|Lexus|RX 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2017-19">Buy Here</a></sub></details>|||
-|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2020-22">Buy Here</a></sub></details>|||
-|Lexus|RX Hybrid 2016|Lexus Safety System+|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2016">Buy Here</a></sub></details>|||
-|Lexus|RX Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2017-19">Buy Here</a></sub></details>|||
-|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>|||
-|Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>|||
-|Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>|||
-|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-5 2022-25">Buy Here</a></sub></details>|||
-|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Nissan[<sup>7</sup>](#footnotes)|Altima 2019-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20">Buy Here</a></sub></details>|||
-|Nissan[<sup>7</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Nissan[<sup>7</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>|||
-|Nissan[<sup>7</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan X-Trail 2017">Buy Here</a></sub></details>|||
-|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ram connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 1500 2019-24">Buy Here</a></sub></details>|||
-|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
-|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
-|Subaru|Ascent 2019-21|All[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Forester 2019-21|All[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Legacy 2020-22|All[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Outback 2020-22|All[<sup>8</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru B connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>8</sup>](#footnotes)|openpilot available[<sup>1,9</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Subaru A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Škoda|Fabia 2022-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Škoda|Kamiq 2021-23[<sup>13,15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Škoda|Karoq 2019-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
-|Škoda|Kodiaq 2017-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
-|Škoda|Octavia 2015-19[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
-|Škoda|Octavia RS 2016[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
-|Škoda|Octavia Scout 2017-19[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
-|Škoda|Scala 2020-23[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Škoda|Superb 2015-22[<sup>15</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
-|Tesla[<sup>11</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>10</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>|||
-|Tesla[<sup>11</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>10</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>|||
-|Tesla[<sup>11</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>10</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
-|Tesla[<sup>11</sup>](#footnotes)|Model Y (with HW4) 2024[<sup>10</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW4) 2024">Buy Here</a></sub></details>|||
-|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard 2019-20">Buy Here</a></sub></details>|||
-|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard Hybrid 2021">Buy Here</a></sub></details>|||
-|Toyota|Avalon 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2016">Buy Here</a></sub></details>|||
-|Toyota|Avalon 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2017-18">Buy Here</a></sub></details>|||
-|Toyota|Avalon 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2019-21">Buy Here</a></sub></details>|||
-|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2022">Buy Here</a></sub></details>|||
-|Toyota|Avalon Hybrid 2019-21|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2019-21">Buy Here</a></sub></details>|||
-|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2022">Buy Here</a></sub></details>|||
-|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2017-20">Buy Here</a></sub></details>|||
-|Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>|||
-|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>|||
-|Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>|||
-|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>12</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>12</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>|||
-|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2021-24">Buy Here</a></sub></details>|||
-|Toyota|Corolla 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2017-19">Buy Here</a></sub></details>|||
-|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>|||
-|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>|||
-|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>|||
-|Toyota|Highlander 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2020-23">Buy Here</a></sub></details>|||
-|Toyota|Highlander Hybrid 2017-19|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2017-19">Buy Here</a></sub></details>|||
-|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Mirai 2021">Buy Here</a></sub></details>|||
-|Toyota|Prius 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius Prime 2017-20|All|openpilot available[<sup>2</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius v 2017|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius v 2017">Buy Here</a></sub></details>|||
-|Toyota|RAV4 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2016">Buy Here</a></sub></details>|||
-|Toyota|RAV4 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2017-18">Buy Here</a></sub></details>|||
-|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2022">Buy Here</a></sub></details>|||
-|Toyota|RAV4 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2023-25">Buy Here</a></sub></details>|||
-|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|RAV4 Hybrid 2017-18|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2019-21">Buy Here</a></sub></details>|||
-|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Sienna 2018-20|All|openpilot available[<sup>2</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Toyota A connector<br>- 1 comma 3X<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
-|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
-|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
-|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 angled mount (8 degrees)<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Passat 2015-22[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>17</sup>](#footnotes)|||
-|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
-|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma 3X<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br>- 1 right angle OBD-C cable (1.5 ft)<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
+|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>|||
+|Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Dodge Durango 2020-21">Buy Here</a></sub></details>|||
+|Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Bronco Sport 2021-24">Buy Here</a></sub></details>|||
+|Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2020-22">Buy Here</a></sub></details>|||
+|Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer 2020-24">Buy Here</a></sub></details>|||
+|Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer Hybrid 2020-24">Buy Here</a></sub></details>|||
+|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Focus 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>|||
+|Ford|Focus Hybrid 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>|||
+|Ford|Kuga 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga 2020-23">Buy Here</a></sub></details>|||
+|Ford|Kuga Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2020-23">Buy Here</a></sub></details>|||
+|Ford|Kuga Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Kuga Plug-in Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2020-23">Buy Here</a></sub></details>|||
+|Ford|Kuga Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2022">Buy Here</a></sub></details>|||
+|Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2023-24">Buy Here</a></sub></details>|||
+|Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2022">Buy Here</a></sub></details>|||
+|Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2023-24">Buy Here</a></sub></details>|||
+|Ford|Mustang Mach-E 2021-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2018">Buy Here</a></sub></details>|||
+|Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2019-21">Buy Here</a></sub></details>|||
+|Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2022-23">Buy Here</a></sub></details>|||
+|Genesis|G80 2017|All|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2017">Buy Here</a></sub></details>|||
+|Genesis|G80 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 2018-19">Buy Here</a></sub></details>|||
+|Genesis|G80 (2.5T Advanced Trim, with HDA II) 2024|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G80 (2.5T Advanced Trim, with HDA II) 2024">Buy Here</a></sub></details>|||
+|Genesis|G90 2017-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G90 2017-20">Buy Here</a></sub></details>|||
+|Genesis|GV60 (Advanced Trim) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Advanced Trim) 2023">Buy Here</a></sub></details>|||
+|Genesis|GV60 (Performance Trim) 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV60 (Performance Trim) 2022-23">Buy Here</a></sub></details>|||
+|Genesis|GV70 (2.5T Trim, without HDA II) 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (2.5T Trim, without HDA II) 2022-24">Buy Here</a></sub></details>|||
+|Genesis|GV70 (3.5T Trim, without HDA II) 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 (3.5T Trim, without HDA II) 2022-23">Buy Here</a></sub></details>|||
+|Genesis|GV70 Electrified (Australia Only) 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>|||
+|Genesis|GV70 Electrified (with HDA II) 2023-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>|||
+|Genesis|GV80 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV80 2023">Buy Here</a></sub></details>|||
+|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Accord 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2023-25">Buy Here</a></sub></details>|||
+|Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>|||
+|Honda|Accord Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>|||
+|Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>|||
+|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>|||
+|Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>|||
+|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025-26">Buy Here</a></sub></details>|||
+|Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>|||
+|Honda|Civic Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025-26">Buy Here</a></sub></details>|||
+|Honda|CR-V 2015-16|Touring Trim|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2015-16">Buy Here</a></sub></details>|||
+|Honda|CR-V 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|15 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2017-22">Buy Here</a></sub></details>|||
+|Honda|CR-V 2023-26|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V 2023-26">Buy Here</a></sub></details>|||
+|Honda|CR-V Hybrid 2017-22|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2017-22">Buy Here</a></sub></details>|||
+|Honda|CR-V Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda CR-V Hybrid 2023-25">Buy Here</a></sub></details>|||
+|Honda|e 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda e 2020">Buy Here</a></sub></details>|||
+|Honda|Fit 2018-20|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Fit 2018-20">Buy Here</a></sub></details>|||
+|Honda|Freed 2020|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Freed 2020">Buy Here</a></sub></details>|||
+|Honda|HR-V 2019-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2019-22">Buy Here</a></sub></details>|||
+|Honda|HR-V 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2023-25">Buy Here</a></sub></details>|||
+|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Insight 2019-22">Buy Here</a></sub></details>|||
+|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Inspire 2018">Buy Here</a></sub></details>|||
+|Honda|N-Box 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|11 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda N-Box 2018">Buy Here</a></sub></details>|||
+|Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2018-20">Buy Here</a></sub></details>|||
+|Honda|Odyssey 2021-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|43 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2021-26">Buy Here</a></sub></details>|||
+|Honda|Passport 2019-25|All|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2019-25">Buy Here</a></sub></details>|||
+|Honda|Passport 2026|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2026">Buy Here</a></sub></details>|||
+|Honda|Pilot 2016-22|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2016-22">Buy Here</a></sub></details>|||
+|Honda|Pilot 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Pilot 2023-25">Buy Here</a></sub></details>|||
+|Honda|Ridgeline 2017-25|Honda Sensing|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Ridgeline 2017-25">Buy Here</a></sub></details>|||
+|Hyundai|Azera 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera 2022">Buy Here</a></sub></details>|||
+|Hyundai|Azera Hybrid 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2019">Buy Here</a></sub></details>|||
+|Hyundai|Azera Hybrid 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Azera Hybrid 2020">Buy Here</a></sub></details>|||
+|Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>|||
+|Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2017-18">Buy Here</a></sub></details>|||
+|Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2019">Buy Here</a></sub></details>|||
+|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Elantra GT 2017-20|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra GT 2017-20">Buy Here</a></sub></details>|||
+|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Genesis 2015-16">Buy Here</a></sub></details>|||
+|Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai i30 2017-19">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq 5 (with HDA II) 2022-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq 5 (without HDA II) 2022-24|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq 6 (with HDA II) 2023-24|Highway Driving Assist II|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 6 (with HDA II) 2023-24">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Electric 2019|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2019">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Electric 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Electric 2020">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Hybrid 2017-19|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2017-19">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Hybrid 2020-22|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Plug-in Hybrid 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2019">Buy Here</a></sub></details>|||
+|Hyundai|Ioniq Plug-in Hybrid 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Hyundai|Kona 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2020">Buy Here</a></sub></details>|||
+|Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>|||
+|Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>|||
+|Hyundai|Kona Electric (with HDA II, Korea only) 2023|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Hybrid 2020">Buy Here</a></sub></details>|||
+|Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Nexo 2021">Buy Here</a></sub></details>|||
+|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Santa Cruz 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Cruz 2022-24">Buy Here</a></sub></details>|||
+|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>|||
+|Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
+|Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2018-19">Buy Here</a></sub></details>|||
+|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata Hybrid 2020-23">Buy Here</a></sub></details>|||
+|Hyundai|Staria 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Staria 2023">Buy Here</a></sub></details>|||
+|Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2021">Buy Here</a></sub></details>|||
+|Hyundai|Tucson 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2022">Buy Here</a></sub></details>|||
+|Hyundai|Tucson 2023-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2023-24">Buy Here</a></sub></details>|||
+|Hyundai|Tucson Diesel 2019|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Diesel 2019">Buy Here</a></sub></details>|||
+|Hyundai|Tucson Hybrid 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>|||
+|Hyundai|Tucson Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>|||
+|Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">Buy Here</a></sub></details>|||
+|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Carnival 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival 2022-24">Buy Here</a></sub></details>|||
+|Kia|Carnival (China only) 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival (China only) 2023">Buy Here</a></sub></details>|||
+|Kia|Ceed 2019-21|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed 2019-21">Buy Here</a></sub></details>|||
+|Kia|EV6 (Southeast Asia only) 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (Southeast Asia only) 2022-24">Buy Here</a></sub></details>|||
+|Kia|EV6 (with HDA II) 2022-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai P connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (with HDA II) 2022-24">Buy Here</a></sub></details>|||
+|Kia|EV6 (without HDA II) 2022-24|Highway Driving Assist|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia EV6 (without HDA II) 2022-24">Buy Here</a></sub></details>|||
+|Kia|Forte 2019-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|6 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2019-21">Buy Here</a></sub></details>|||
+|Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>|||
+|Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>|||
+|Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Kia|K8 Hybrid (with HDA II) 2023|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>|||
+|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV (with HDA II) 2025|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>|||
+|Kia|Niro EV (without HDA II) 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (without HDA II) 2023-25">Buy Here</a></sub></details>|||
+|Kia|Niro Hybrid 2018|Smart Cruise Control (SCC)|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2018">Buy Here</a></sub></details>|||
+|Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2021">Buy Here</a></sub></details>|||
+|Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2022">Buy Here</a></sub></details>|||
+|Kia|Niro Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>|||
+|Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>|||
+|Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>|||
+|Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>|||
+|Kia|Niro Plug-in Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2022">Buy Here</a></sub></details>|||
+|Kia|Optima 2017|Advanced Smart Cruise Control|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2017">Buy Here</a></sub></details>|||
+|Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2019-20">Buy Here</a></sub></details>|||
+|Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>|||
+|Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>|||
+|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Sorento 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2021-23">Buy Here</a></sub></details>|||
+|Kia|Sorento Hybrid 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Hybrid 2021-23">Buy Here</a></sub></details>|||
+|Kia|Sorento Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
+|Kia|Sportage 2023-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage 2023-24">Buy Here</a></sub></details>|||
+|Kia|Sportage Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage Hybrid 2023">Buy Here</a></sub></details>|||
+|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2022-23">Buy Here</a></sub></details>|||
+|Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Telluride 2020-22">Buy Here</a></sub></details>|||
+|Lexus|CT Hybrid 2017-18|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus CT Hybrid 2017-18">Buy Here</a></sub></details>|||
+|Lexus|ES 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2017-18">Buy Here</a></sub></details>|||
+|Lexus|ES 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2019-25">Buy Here</a></sub></details>|||
+|Lexus|ES Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2017-18">Buy Here</a></sub></details>|||
+|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus GS F 2016">Buy Here</a></sub></details>|||
+|Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2017-19">Buy Here</a></sub></details>|||
+|Lexus|IS 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2022-24">Buy Here</a></sub></details>|||
+|Lexus|LC 2024-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus LC 2024-25">Buy Here</a></sub></details>|||
+|Lexus|NX 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2018-19">Buy Here</a></sub></details>|||
+|Lexus|NX 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX 2020-21">Buy Here</a></sub></details>|||
+|Lexus|NX Hybrid 2018-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2018-19">Buy Here</a></sub></details>|||
+|Lexus|NX Hybrid 2020-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus NX Hybrid 2020-21">Buy Here</a></sub></details>|||
+|Lexus|RC 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2018-20">Buy Here</a></sub></details>|||
+|Lexus|RC 2023|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RC 2023">Buy Here</a></sub></details>|||
+|Lexus|RX 2016|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2016">Buy Here</a></sub></details>|||
+|Lexus|RX 2017-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2017-19">Buy Here</a></sub></details>|||
+|Lexus|RX 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX 2020-22">Buy Here</a></sub></details>|||
+|Lexus|RX Hybrid 2016|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2016">Buy Here</a></sub></details>|||
+|Lexus|RX Hybrid 2017-19|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2017-19">Buy Here</a></sub></details>|||
+|Lexus|RX Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus RX Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>|||
+|Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>|||
+|Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>|||
+|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-5 2022-25">Buy Here</a></sub></details>|||
+|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Nissan[<sup>5</sup>](#footnotes)|Altima 2019-20, 2024|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20, 2024">Buy Here</a></sub></details>|||
+|Nissan[<sup>5</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Nissan[<sup>5</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>|||
+|Nissan[<sup>5</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan X-Trail 2017">Buy Here</a></sub></details>|||
+|Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Ram connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 1500 2019-24">Buy Here</a></sub></details>|||
+|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
+|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
+|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
+|Škoda|Fabia 2022-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Kamiq 2021-23[<sup>11,13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Karoq 2019-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
+|Škoda|Kodiaq 2017-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
+|Škoda|Octavia 2015-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
+|Škoda|Octavia RS 2016[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
+|Škoda|Octavia Scout 2017-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
+|Škoda|Scala 2020-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Superb 2015-22[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
+|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>|||
+|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>|||
+|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
+|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW4) 2024-25[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 USB-C coupler<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW4) 2024-25">Buy Here</a></sub></details>|||
+|Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard 2019-20">Buy Here</a></sub></details>|||
+|Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard Hybrid 2021">Buy Here</a></sub></details>|||
+|Toyota|Avalon 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2016">Buy Here</a></sub></details>|||
+|Toyota|Avalon 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2017-18">Buy Here</a></sub></details>|||
+|Toyota|Avalon 2019-21|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2019-21">Buy Here</a></sub></details>|||
+|Toyota|Avalon 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2022">Buy Here</a></sub></details>|||
+|Toyota|Avalon Hybrid 2019-21|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2019-21">Buy Here</a></sub></details>|||
+|Toyota|Avalon Hybrid 2022|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon Hybrid 2022">Buy Here</a></sub></details>|||
+|Toyota|C-HR 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2017-20">Buy Here</a></sub></details>|||
+|Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>|||
+|Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>|||
+|Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>|||
+|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>|||
+|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2021-24">Buy Here</a></sub></details>|||
+|Toyota|Corolla 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2017-19">Buy Here</a></sub></details>|||
+|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>|||
+|Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>|||
+|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid 2020-22">Buy Here</a></sub></details>|||
+|Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>|||
+|Toyota|Highlander 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2020-23">Buy Here</a></sub></details>|||
+|Toyota|Highlander Hybrid 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2017-19">Buy Here</a></sub></details>|||
+|Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2020-23">Buy Here</a></sub></details>|||
+|Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Mirai 2021">Buy Here</a></sub></details>|||
+|Toyota|Prius 2016|Toyota Safety Sense P|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius Prime 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius v 2017|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius v 2017">Buy Here</a></sub></details>|||
+|Toyota|RAV4 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2016">Buy Here</a></sub></details>|||
+|Toyota|RAV4 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2017-18">Buy Here</a></sub></details>|||
+|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2022">Buy Here</a></sub></details>|||
+|Toyota|RAV4 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2023-25">Buy Here</a></sub></details>|||
+|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2019-21">Buy Here</a></sub></details>|||
+|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Sienna 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
+|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
+|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
+|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
+|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
+|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Jetta 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2018-23">Buy Here</a></sub></details>|||
+|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Passat 2015-22[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
+|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
+|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
+|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 USB-C coupler<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
 
 ### Footnotes
 <sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br />
-<sup>2</sup>By default, this car will use the stock Adaptive Cruise Control (ACC) for longitudinal control. If the Driver Support Unit (DSU) is disconnected, openpilot ACC will replace stock ACC. <b><i>NOTE: disconnecting the DSU disables Automatic Emergency Braking (AEB).</i></b> <br />
-<sup>3</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
-<sup>4</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br />
-<sup>5</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
-<sup>6</sup>Requires a <a href="https://comma.ai/shop/can-fd-panda-kit" target="_blank">CAN FD panda kit</a> if not using comma 3X for this <a href="https://en.wikipedia.org/wiki/CAN_FD" target="_blank">CAN FD car</a>. <br />
-<sup>7</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br />
-<sup>8</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
-<sup>9</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
-<sup>10</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
-<sup>11</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
-<sup>12</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
-<sup>13</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
-<sup>14</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
-<sup>15</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma 3X functionality. <br />
-<sup>16</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
-<sup>17</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
+<sup>2</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
+<sup>3</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br />
+<sup>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
+<sup>5</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br />
+<sup>6</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
+<sup>7</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
+<sup>8</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
+<sup>9</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
+<sup>10</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
+<sup>11</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
+<sup>12</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
+<sup>13</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma four functionality. <br />
+<sup>14</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
+<sup>15</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
 
 ## Community Maintained Cars
 Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/).
@@ -365,7 +367,7 @@ If your car has the following packages or features, then it's a good candidate f
 
 | Make | Required Package/Features |
 | ---- | ------------------------- |
-| Acura | Any car with AcuraWatch Plus will work. AcuraWatch Plus comes standard on many newer models. |
+| Acura | Any car with AcuraWatch will work. AcuraWatch comes standard on many newer models. |
 | Ford | Any car with Lane Centering will likely work. |
 | Honda | Any car with Honda Sensing will work. Honda Sensing comes standard on many newer models. |
 | Subaru | Any car with EyeSight will work. EyeSight comes standard on many newer models. |

docs/CONTRIBUTING.md

@@ -39,7 +39,7 @@ All of these are examples of good PRs:
 ### First contribution
 
 [Projects / openpilot bounties](https://github.com/orgs/commaai/projects/26/views/1?pane=info) is the best place to get started and goes in-depth on what's expected when working on a bounty.
-There's lot of bounties that don't require a comma 3/3X or a car.
+There's lot of bounties that don't require a comma 3X or a car.
 
 ## Pull Requests
 

docs/DEBUGGING_SAFETY.md

@@ -0,0 +1,30 @@
+# Debugging Panda Safety with Replay Drive + LLDB
+
+## 1. Start the debugger in VS Code
+
+* Select **Replay drive + Safety LLDB**.
+* Enter the route or segment when prompted.
+[<img src="https://github.com/user-attachments/assets/b0cc320a-083e-46a7-a9f8-ca775bbe5604">](https://github.com/user-attachments/assets/b0cc320a-083e-46a7-a9f8-ca775bbe5604)
+
+## 2. Attach LLDB
+
+* When prompted, pick the running **`replay_drive` process**.
+* ⚠️ Attach quickly, or `replay_drive` will start consuming messages.
+
+> [!TIP]
+> Add a Python breakpoint at the start of `replay_drive.py` to pause execution and give yourself time to attach LLDB.
+
+## 3. Set breakpoints in VS Code
+Breakpoints can be set directly in `modes/xxx.h` (or any C file).
+No extra LLDB commands are required — just place breakpoints in the editor.
+
+## 4. Resume execution
+Once attached, you can step through both Python (on the replay) and C safety code as CAN logs are replayed.
+
+> [!NOTE]
+> * Use short routes for quicker iteration.
+> * Pause `replay_drive` early to avoid wasting log messages.
+
+## Video
+
+View a demo of this workflow on the PR that added it: https://github.com/commaai/openpilot/pull/36055#issue-3352911578

docs/SAFETY.md

@@ -16,7 +16,7 @@ industry standards of safety for Level 2 Driver Assistance Systems. In particula
 ISO26262 guidelines, including those from [pertinent documents](https://www.nhtsa.gov/sites/nhtsa.dot.gov/files/documents/13498a_812_573_alcsystemreport.pdf)
 released by NHTSA. In addition, we impose strict coding guidelines (like [MISRA C : 2012](https://www.misra.org.uk/what-is-misra/))
 on parts of openpilot that are safety relevant. We also perform software-in-the-loop,
-hardware-in-the-loop and in-vehicle tests before each software release.
+hardware-in-the-loop, and in-vehicle tests before each software release.
 
 Following Hazard and Risk Analysis and FMEA, at a very high level, we have designed openpilot
 ensuring two main safety requirements.
@@ -29,8 +29,18 @@ ensuring two main safety requirements.
 
 For additional safety implementation details, refer to [panda safety model](https://github.com/commaai/panda#safety-model). For vehicle specific implementation of the safety concept, refer to [opendbc/safety/safety](https://github.com/commaai/opendbc/tree/master/opendbc/safety/safety).
 
-**Extra note**: comma.ai strongly discourages the use of openpilot forks with safety code either missing or
-  not fully meeting the above requirements.
+[^1]: For these actuator limits we observe ISO11270 and ISO15622. Lateral limits described there translate to 0.9 seconds of maximum actuation to achieve a 1m lateral deviation.
 
-[^1]: For these actuator limits we observe ISO11270 and ISO15622. Lateral limits described there translate to 0.9 seconds of maximum actuation to achieve a 1m lateral deviation. 
+---
 
+### Forks of openpilot
+
+* Do not disable or nerf [driver monitoring](https://github.com/commaai/openpilot/tree/master/selfdrive/monitoring)
+* Do not disable or nerf [excessive actuation checks](https://github.com/commaai/openpilot/tree/master/selfdrive/selfdrived/helpers.py)
+* If your fork modifies any of the code in `opendbc/safety/`:
+   * your fork cannot use the openpilot trademark
+   * your fork must preserve the full [safety test suite](https://github.com/commaai/opendbc/tree/master/opendbc/safety/tests) and all tests must pass, including any new coverage required by the fork's changes
+
+Failure to comply with these standards will get you and your users banned from comma.ai servers.
+
+**comma.ai strongly discourages the use of openpilot forks with safety code either missing or not fully meeting the above requirements.**

docs/car-porting/car-state-signals.md

@@ -0,0 +1,65 @@
+# CarState signals
+
+## Required for basic lateral control
+
+* `brakePressed`
+* `cruiseState`
+* `doorOpen`
+* `espDisabled`
+* `gasPressed`
+* `gearShifter`
+* `leftBlinker` / `rightBlinker`
+* `seatbeltUnlatched`
+* `standstill`
+* `steeringAngleDeg`
+* `steeringPressed`
+* `steeringTorque`
+* `steerFaultPermanent`
+* `steerFaultTemporary`
+* `vCruise`
+* `wheelSpeeds.[fl|fr|rl|rr]`: Speed of each of the car's four wheels, in m/s. The car's CAN bus often broadcasts the
+speed in kph, so the helper function `parse_wheel_speeds` performs this conversion by default.
+
+## Recommended / Required for openpilot longitudinal control
+
+* `accFaulted`
+* `espActive`
+* `parkingBrake`
+
+## Application Dependent
+
+* `blockPcmEnable`
+* `buttonEnable`
+* `brakeHoldActive`
+* `carFaultedNonCritical`
+* `invalidLkasSetting`
+* `lowSpeedAlert`
+* `regenBraking`
+* `steeringAngleOffsetDeg`
+* `steeringDisengage`
+* `steeringTorqueEps`
+* `stockLkas`
+* `vCruiseCluster`
+* `vEgoCluster`
+* `vehicleSensorsInvalid`
+
+## Automatically populated
+
+* `buttonEvents`
+
+These values are populated automatically by `parse_wheel_speeds`:
+
+* `aEgo`: Acceleration of the ego vehicle, Kalman filtered derivative of `vEgo`.
+* `vEgo`: Speed of the ego vehicle, Kalman filtered from `vEgoRaw`.
+* `vEgoRaw`: Speed of the ego vehicle, based on the average of all four wheel speeds, unfiltered.
+
+## Optional
+
+* `brake`
+* `charging`
+* `fuelGauge`
+* `leftBlindspot` / `rightBlindspot`
+* `steeringRateDeg`
+* `stockAeb`
+* `stockFcw`
+* `yawRate`

docs/car-porting/reverse-engineering.md

@@ -0,0 +1,85 @@
+# Stimulus-Response Tests
+
+These are example test drives that can help identify the CAN bus messaging necessary for ADAS control. Each scripted
+test should be done in a separate route (ignition cycle). These tests are a guide, not necessarily exhaustive.
+
+While testing, constant power to the comma device is highly recommended, using [comma power](https://comma.ai/shop/comma-power) if
+necessary to make sure all test activity is fully captured and for ease of uploading. If constant power isn't
+available, keep the ignition on for at least one minute after your test to make sure power loss doesn't result
+in loss of the last minute of testing data.
+
+## Stationary ignition-only tests, part 1
+
+1. Ignition on, but don't start engine, remain in Park
+2. Open and close each door in a defined order: driver, passenger, rear left, rear right
+3. Re-enter the vehicle, close the driver's door, and fasten the driver's seatbelt
+4. Slowly press and release the accelerator pedal 3 times
+5. Slowly press and release the brake pedal 3 times
+6. Hold the brake and move the gearshift to reverse, then neutral, then drive, then sport/eco/etc if applicable
+7. Return to Park, ignition off
+
+Brake-pressed information may show up in several messages and signals, both as on/off states and as a percentage or
+pressure. It may reflect a switch on the driver's brake pedal, or a pressure-threshold state, or signals to turn on
+the rear brake lights. Start by identifying all the potential signals, and confirm while driving with ACC later.
+
+Locate signals for all four door states if possible, but some cars only expose the driver's door state on the ADAS bus.
+Driver/passenger door signals may or may not change positions for LHD vs RHD cars. For cars where only the driver's
+door signal is available, the same signal may follow the driver.
+
+## Stationary ignition-only tests, part 2
+
+1. Ignition on, but don't start engine, remain in Park
+2. Press each ACC button in a defined order: main switch on/off, set, resume, cancel, accel, decel, gap adjust
+3. Set the left turn signal for about five seconds
+4. Operate the left turn signal one time in its touch-to-pass mode
+5. Set the right turn signal for about five seconds
+6. Operate the right turn signal one time in its touch-to-pass mode
+7. Set the hazard / emergency indicator switch for about five seconds
+8. Ignition off
+
+Your vehicle may have a momentary-press main ACC switch or a physical toggle that remains set. Actual ACC engagement
+isn't necessary for purposes of detecting the ACC button presses.
+
+## Steering angle and steering torque tests
+
+Power steering should be available. On ICE cars, engine RPM may be present.
+
+1. Ignition on, start engine if applicable, remain in Park
+2. Rotate the steering wheel as follows, with a few seconds pause between each step
+   * Start as close to exact center as possible
+   * Turn to 45 degrees right and hold
+   * Turn to 90 degrees right and hold
+   * Turn to 180 degrees right and hold
+   * Turn to full lock right and hold, with firm pressure against lock
+   * Release the wheel and allow it to bounce back slightly from lock
+   * Turn to 180 degrees left and hold
+   * Return to center and release
+3. Ignition off
+
+Performing the full test to the right, followed by an abbreviated test to the left, helps give additional confirmation
+of signal scale, and sign/direction for both the steering wheel angle and driver input torque signals.
+
+## Low speed / parking lot driving tests
+
+Before this test, drive to a place like an empty parking lot where you are free to drive in a series of curves.
+
+1. Ignition on, start engine if applicable, prepare to drive
+2. Slowly (10-20mph at most) drive a figure-8 if possible, or at least one sharp left and one sharp right.
+3. Come to a complete stop
+4. When and where safe, drive in reverse for a short distance (10-15 feet)
+5. Park the car in a safe place, ignition off
+
+## High speed / highway driving tests
+
+Select a place and time where you can safely set cruise control at normal travel speeds with little interference from
+traffic ahead, and safely test the response of your factory lane guidance system.
+
+1. Ignition on, start engine if applicable, prepare to drive
+2. When safely able, engage adaptive cruise control below 50 mph
+3. When safely able, use the ACC buttons to accelerate to 50mph, then 55mph, then 60mph
+4. Disengage adaptive cruise
+5. When safely able, allow your factory lane guidance to prevent lane departures, 2-3 times on both the left and right
+
+The series of setpoints can be adjusted to local traffic regulations, and of course metric units. The specific cruise
+setpoints are useful for locating the ACC HUD signals later, and confirming their precise scaling. When the car reaches
+and holds the setpoint, that can also provide additional confirmation of wheel speed scaling.

docs/how-to/connect-to-comma.md

@@ -1,11 +1,11 @@
-# connect to a comma 3/3X
+# connect to a comma 3X
 
-A comma 3/3X is a normal [Linux](https://github.com/commaai/agnos-builder) computer that exposes [SSH](https://wiki.archlinux.org/title/Secure_Shell) and a [serial console](https://wiki.archlinux.org/title/Working_with_the_serial_console).
+A comma 3X is a normal [Linux](https://github.com/commaai/agnos-builder) computer that exposes [SSH](https://wiki.archlinux.org/title/Secure_Shell) and a [serial console](https://wiki.archlinux.org/title/Working_with_the_serial_console).
 
 ## Serial Console
 
 On both the comma three and 3X, the serial console is accessible from the main OBD-C port.
-Connect the comma 3/3X to your computer with a normal USB C cable, or use a [comma serial](https://comma.ai/shop/comma-serial) for steady 12V power.
+Connect the comma 3X to your computer with a normal USB C cable, or use a [comma serial](https://comma.ai/shop/comma-serial) for steady 12V power.
 
 On the comma three, the serial console is exposed through a UART-to-USB chip, and `tools/scripts/serial.sh` can be used to connect.
 
@@ -45,7 +45,7 @@ In order to use ADB on your device, you'll need to perform the following steps u
     * Here's an example command for connecting to your device using its tethered connection: `adb connect 192.168.43.1:5555`
 
 > [!NOTE]
-> The default port for ADB is 5555 on the comma 3/3X.
+> The default port for ADB is 5555 on the comma 3X.
 
 For more info on ADB, see the [Android Debug Bridge (ADB) documentation](https://developer.android.com/tools/adb).
 

docs/how-to/laptop-device-build.md

@@ -0,0 +1,129 @@
+# Laptop Device Build (Mac/Linux)
+
+This flow builds **device-target (`larch64`) binaries on your laptop** using a Linux/aarch64 container and a synced comma sysroot.
+
+For the full StarPilot branch workflow, including host-native shorthand tools such as `./dev`, `./c3`, `./c4`, and `./raybig`, see [tools/STARPILOT_DEVELOPMENT.md](../../tools/STARPILOT_DEVELOPMENT.md).
+
+## Prerequisites
+
+- Docker Desktop (or Podman) with Linux/aarch64 support.
+- `rsync` and `ssh` on your laptop.
+- Either:
+  - access to a comma device over SSH, or
+  - internet access to download AGNOS system image for sysroot extraction.
+
+## One-time setup
+
+Fast path (no physical comma):
+
+```bash
+cd /path/to/starpilot
+scripts/laptop_device_build.sh setup
+```
+
+Equivalent wrapper:
+
+```bash
+scripts/starpilot_build_flow.sh laptop-setup
+```
+
+### Option A: no physical comma (AGNOS-based)
+
+```bash
+cd /path/to/starpilot
+scripts/laptop_device_build.sh build-image
+scripts/laptop_device_build.sh setup-sysroot-agnos
+```
+
+### Option B: copy sysroot from a comma device
+
+```bash
+cd /path/to/starpilot
+scripts/laptop_device_build.sh setup-sysroot <device-ip> comma 22
+scripts/laptop_device_build.sh build-image
+```
+
+Optional all-in-one with physical device sysroot:
+
+```bash
+scripts/laptop_device_build.sh setup <device-ip> comma 22
+```
+
+## Build device-compatible artifacts
+
+```bash
+cd /path/to/starpilot
+scripts/laptop_device_build.sh build
+```
+
+Equivalent wrapper:
+
+```bash
+scripts/starpilot_build_flow.sh laptop-device
+```
+
+This runs:
+
+- `uv sync` into `/work/.venv-linux-arm64` (inside container)
+- full `scons` with:
+  - `SP_FORCE_ARCH=larch64`
+  - `SP_FORCE_TICI=1`
+  - `SP_TICI_SYSROOT=/opt/tici-sysroot`
+- `touch prebuilt`
+
+To run `scons` targets explicitly in the same device-compatible environment:
+
+```bash
+scripts/laptop_device_build.sh scons selfdrive/ui/ui
+```
+
+On macOS, once `.comma_sysroot` is present, plain `scons ...` auto-routes to this containerized device build.
+Set `SP_DISABLE_AUTO_DEVICE_SCONS=1` to force native host `scons`.
+
+## Quick checks
+
+```bash
+scripts/laptop_device_build.sh doctor
+```
+
+If `doctor` fails, fix the missing runtime/sysroot step before running `build`.
+
+## One-command manager launch on desktop
+
+`./launch_openpilot.sh` now auto-routes desktop/mac launches to the containerized larch64 manager path:
+
+- runs `scripts/laptop_device_build.sh doctor`
+- runs `setup` automatically if prerequisites are missing
+- runs container manager launch, auto-building missing runtime artifacts first
+
+Useful overrides:
+
+- `SP_SKIP_DOCKER_AUTO_BUILD=1 ./launch_openpilot.sh` to skip auto-build.
+- `SP_DOCKER_BUILD_JOBS=12 ./launch_openpilot.sh` to control build parallelism.
+- `SP_FORCE_DEVICE_LAUNCH=1 ./launch_openpilot.sh` to force legacy device launch path.
+
+Note:
+
+- `manager` mode requires the container runtime machine to be `aarch64`.
+- If your built image runs as `x86_64`, build mode still works for artifact generation, but manager launch in-container is not supported.
+
+Preferred host-side shorthand commands on this branch:
+
+```bash
+./c3
+./c4
+./raybig
+./dev replay
+./dev cabana
+./dev plotjuggler
+```
+
+These commands use the isolated `.host_runtime` cache so host-native artifacts do not churn the main tree.
+
+Legacy direct script entrypoints still exist if needed:
+
+```bash
+scripts/launch_ui_desktop.sh
+scripts/launch_ui_c4_desktop.sh
+scripts/launch_ui_raybig_desktop.sh
+```

docs/how-to/replay-a-drive.md

@@ -8,7 +8,7 @@ Replaying is a critical tool for openpilot development and debugging.
 Just run `tools/replay/replay --demo`.
 
 ## Replaying CAN data
-*Hardware required: jungle and comma 3/3X*
+*Hardware required: jungle and comma 3X*
 
 1. Connect your PC to a jungle.
 2.

docs/how-to/train-speed-limit-vision.md

@@ -0,0 +1,304 @@
+# Train Speed-Limit Vision
+
+This flow is for replacing the current imported `ayoubsa_best` checkpoint with a U.S.-focused detector plus a separate posted-speed classifier.
+
+The intended recipe is:
+
+1. bootstrap from public traffic-sign data
+2. fine-tune on comma-specific bookmarked drives
+3. export ONNX models
+4. copy them onto the device for runtime testing
+
+## Why Two Models
+
+The detector and the value reader solve different problems.
+
+- detector: find the sign and decide whether it is a regulatory speed-limit sign
+- classifier: read the posted value from the cropped sign
+
+This is a better fit for U.S. roads than a single detector with baked-in classes like `Speed Limit 10`, `Speed Limit 20`, `Speed Limit 30`, and so on.
+
+## Suggested Public Data
+
+- `LISA` for U.S. roadside sign geometry and sign style
+- `ARTS` for U.S. MUTCD-style sign annotations and values
+- `GLARE` for U.S. glare/lighting failures
+
+Use public data to get the model into the right regime, then fine-tune on comma bookmarks and replay clips.
+
+## Install Training Deps
+
+From the repo root:
+
+```bash
+uv sync --extra speedvision
+```
+
+The runtime device does not need these packages. Only the training machine does.
+
+## Initialize a Workspace
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/init_workspace.py
+```
+
+This creates `.tmp/speed_limit_training` with:
+
+- detector image/label folders
+- classifier crop folders
+- review/bookmark manifests
+- raw-source manifests
+- export and run directories
+
+To keep the raw datasets off the internal disk, point `--workspace` at the SSD-backed workspace, for example:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/init_workspace.py \
+  --workspace /Volumes/T5/starpilot_speed_limit/workspace/speed_limit_training_clean
+```
+
+The workspace now also tracks:
+
+- `manifests/raw_sources.csv`
+- `manifests/public_detector_samples.csv`
+- `manifests/public_classifier_samples.csv`
+
+Those manifests are the provenance record for every imported public sample.
+
+## Import Public Datasets
+
+ARTS challenging subset:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/import_arts_challenging.py \
+  --workspace /Volumes/T5/starpilot_speed_limit/workspace/speed_limit_training_clean
+```
+
+This imports mapped speed-limit signs from the raw `challenging-dev.tar.gz` archive and appends detector/classifier provenance rows into the manifest CSVs.
+
+GLARE and LISA should be downloaded into the SSD raw tree first:
+
+- `/Volumes/T5/starpilot_speed_limit/raw/glare_official`
+- `/Volumes/T5/starpilot_speed_limit/raw/lisa_official`
+
+Then import them into the same workspace so the detector/classifier datasets stay source-traceable.
+
+For GLARE, do not pull the whole Drive tree blindly. Use the filtered raw downloader so only the `Images/` and optional `Tracks/` files land on disk:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/download_glare_raw.py \
+  --workspace /Volumes/T5/starpilot_speed_limit/workspace/speed_limit_training_clean \
+  --output-root /Volumes/T5/starpilot_speed_limit/raw/glare_raw \
+  --prefix Images/ \
+  --resume
+```
+
+Then import the completed image tree:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/import_glare_images.py \
+  --workspace /Volumes/T5/starpilot_speed_limit/workspace/speed_limit_training_clean \
+  --overwrite
+```
+
+## Import Bookmarked Debug Sessions
+
+After a drive, copy or mount the debug session directory locally, then import it:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/import_debug_sessions.py
+```
+
+Or point at specific sessions:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/import_debug_sessions.py 20260330_220102 20260330_223355
+```
+
+This writes:
+
+- `review/bookmarks.csv`
+- snapshot images under `review/images`
+
+That manifest is the shortlist for labeling.
+
+If the route only lives on comma connect, fetch it directly into the same clip layout the bookmark tools expect:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/download_connect_routes.py \
+  <dongle_id>/<route_log_id> \
+  --streams fcamera,qlog
+```
+
+This reads the JWT from `~/.comma/auth.json`, downloads the requested route files from comma connect, and updates:
+
+- `/Volumes/T5/starpilot_speed_limit/live_route_clips/bookmark_windows/data/media/0/realdata/...` when the SSD is mounted, otherwise the same `.tmp/...` paths under the repo
+- `/Volumes/T5/starpilot_speed_limit/live_routes_meta/qlog_mtimes.txt` when the SSD is mounted, otherwise `.tmp/live_routes_meta/qlog_mtimes.txt`
+- `/Volumes/T5/starpilot_speed_limit/live_routes_meta/files.txt` when the SSD is mounted, otherwise `.tmp/live_routes_meta/files.txt`
+
+For multiple routes, either pass several ids on the command line or use `--routes-file`.
+
+## Evaluate Real Sign Lead-Ins
+
+Bookmark stills are often too late. To score what matters, replay the real `fcamera.hevc` footage from the `5` seconds before each bookmark:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/evaluate_bookmark_leadins.py \
+  --json-out .tmp/live_route_clips/bookmark_windows_report.json
+```
+
+This produces a per-bookmark report of whether the current runtime saw anything in the usable sign approach window.
+
+The evaluator now reads a local session-to-route map from `session_route_map.json` under the same `live_routes_meta` root. Keep that file local or on the SSD so personal route ids never need to live in the repo.
+
+## Import Missed Lead-Ins for Labeling
+
+Turn those lead-in misses into review frames and contact sheets:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/import_bookmark_leadins.py \
+  --mode misses
+```
+
+This writes:
+
+- `review/bookmark_leadins.csv`
+- sampled frames under `review/leadins/frames`
+- contact sheets under `review/leadins/contact_sheets`
+
+That review set is the right source for labeling missed `55 mph`, night, and town-sequence failures.
+
+The bookmark/lead-in importers also accept source metadata fields such as region, device, and driver. Use those when importing debug sessions from multiple users so the comma-specific fine-tune can be sliced by contributor or geography instead of becoming one opaque pool.
+
+To shrink that review set to the most promising frames per missed sign window:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/rank_bookmark_leadin_frames.py
+```
+
+This writes `review/bookmark_leadin_shortlist.csv` with the top-ranked sampled frames per bookmark.
+
+## Build the Detector Dataset
+
+Take the imported review images and move or copy the ones you want into:
+
+- `detector/images/train`
+- `detector/images/val`
+
+Label them in YOLO detect format into:
+
+- `detector/labels/train`
+- `detector/labels/val`
+
+Recommended classes:
+
+- `regulatory_speed_limit`
+- `advisory_speed_limit`
+- `school_zone_speed_limit`
+
+The dataset YAML is already generated at:
+
+- `detector/dataset.yaml`
+
+## Build the Value Classifier Dataset
+
+Fill out:
+
+- `classifier/value_labels.csv`
+
+Columns:
+
+- `image_path`: source image file
+- `split`: `train` or `val`
+- `speed_limit_mph`: posted value such as `25`, `35`, or `55`
+- `bbox_index`: which YOLO box to crop if an image has multiple labeled signs
+- `padding`: optional crop padding ratio
+- `label_path`: optional explicit path to the YOLO label file
+
+Then generate the classifier crop folders:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/build_value_dataset.py
+```
+
+This writes cropped sign images into:
+
+- `classifier/train/<value>/...`
+- `classifier/val/<value>/...`
+
+## Train
+
+Detector:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/train_detector.py --device mps
+```
+
+Classifier:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/train_value_classifier.py --device mps
+```
+
+Use `--device cpu`, `--device mps`, or a CUDA device string depending on the training host.
+
+## Rebalance Toward Real Comma Data
+
+If the detector starts overfitting to synthetic/public data, build a lighter rebalanced dataset that keeps all `real_*` detector images and samples the rest:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/rebalance_detector_dataset.py \
+  --workspace .tmp/speed_limit_training \
+  --max-other-train 3200
+```
+
+Then point the detector trainer at the generated YAML:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/train_detector.py \
+  --workspace .tmp/speed_limit_training \
+  --data .tmp/speed_limit_training/detector_rebalanced/dataset.yaml \
+  --device mps
+```
+
+This keeps validation unchanged while making retrains faster and more comma-biased.
+
+## Export ONNX
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/export_models.py \
+  --detector-weights .tmp/speed_limit_training/runs/detector/yolo11n-speed-limit-us/weights/best.pt \
+  --classifier-weights .tmp/speed_limit_training/runs/classifier/yolo11n-cls-speed-limit-us/weights/best.pt \
+  --install-repo-assets
+```
+
+That writes:
+
+- `.tmp/speed_limit_training/exports/speed_limit_us_detector.onnx`
+- `.tmp/speed_limit_training/exports/speed_limit_us_value_classifier.onnx`
+
+And optionally copies them into:
+
+- `starpilot/assets/vision_models`
+
+## Copy to the Device
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/install_models.py --host comma@192.168.3.110
+```
+
+The runtime already prefers `speed_limit_us_detector.onnx` plus `speed_limit_us_value_classifier.onnx` when both files exist in `starpilot/assets/vision_models`.
+
+## Evaluate the Runtime Path
+
+Run the real StarPilot runtime path, using the installed ONNX pair, against the known saved-frame cases:
+
+```bash
+.venv/bin/python scripts/speed_limit_vision/evaluate_runtime_cases.py --strict
+```
+
+For temporal behavior on a saved frame directory or route extract, replay the runtime directly:
+
+```bash
+.venv/bin/python scripts/replay_speed_limit_vision.py .tmp/vision_iter/seg10_5fps --frames-fps 5
+```

docs/how-to/turn-the-speed-blue.md

@@ -3,7 +3,7 @@
 
 In 30 minutes, we'll get an openpilot development environment set up on your computer and make some changes to openpilot's UI.
 
-And if you have a comma 3/3X, we'll deploy the change to your device for testing.
+And if you have a comma 3X, we'll deploy the change to your device for testing.
 
 ## 1. Set up your development environment
 
@@ -31,7 +31,7 @@ We'll run the `replay` tool with the demo route to get data streaming for testin
 tools/replay/replay --demo
 
 # in terminal 2
-selfdrive/ui/ui
+./selfdrive/ui/ui.py
 ```
 
 The openpilot UI should launch and show a replay of the demo route.
@@ -43,39 +43,36 @@ If you have your own comma device, you can replace `--demo` with one of your own
 
 Now let’s update the speed display color in the UI.
 
-Search for the function responsible for rendering UI text:
+Search for the function responsible for rendering the current speed:
 ```bash
-git grep "drawText" selfdrive/ui/qt/onroad/hud.cc
+git grep "_draw_current_speed" selfdrive/ui/onroad/hud_renderer.py
 ```
 
-You’ll find the relevant code inside `selfdrive/ui/qt/onroad/hud.cc`, in this function:
+You'll find the relevant code inside `selfdrive/ui/onroad/hud_renderer.py`, in this function:
 
-```cpp
-void HudRenderer::drawText(QPainter &p, int x, int y, const QString &text, int alpha) {
-  QRect real_rect = p.fontMetrics().boundingRect(text);
-  real_rect.moveCenter({x, y - real_rect.height() / 2});
-
-  p.setPen(QColor(0xff, 0xff, 0xff, alpha));  // <- this sets the speed text color
-  p.drawText(real_rect.x(), real_rect.bottom(), text);
-}
+```python
+def _draw_current_speed(self, rect: rl.Rectangle) -> None:
+  """Draw the current vehicle speed and unit."""
+  speed_text = str(round(self.speed))
+  speed_text_size = measure_text_cached(self._font_bold, speed_text, FONT_SIZES.current_speed)
+  speed_pos = rl.Vector2(rect.x + rect.width / 2 - speed_text_size.x / 2, 180 - speed_text_size.y / 2)
+  rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, COLORS.white)  # <- this sets the speed text color
 ```
 
-Change the `QColor(...)` line to make it **blue** instead of white. A nice soft blue is `#8080FF`, which translates to:
+Change `COLORS.white` to make it **blue** instead of white. A nice soft blue is `#8080FF`, which you can change inline:
 
 ```diff
-- p.setPen(QColor(0xff, 0xff, 0xff, alpha));
-+ p.setPen(QColor(0x80, 0x80, 0xFF, alpha));
+- rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, COLORS.white)
++ rl.draw_text_ex(self._font_bold, speed_text, speed_pos, FONT_SIZES.current_speed, 0, rl.Color(0x80, 0x80, 0xFF, 255))
 ```
 
-This change will tint all speed-related UI text to blue with the same transparency (`alpha`).
-
 ---
 
-## 4. Rebuild the UI
+## 4. Re-run the UI
 
-After making changes, rebuild Openpilot so your new UI is compiled:
+After making changes, re-run the UI to see your new UI:
 ```bash
-scons -j$(nproc) && selfdrive/ui/ui
+./selfdrive/ui/ui.py
 ```
 ![](https://blog.comma.ai/img/blue_speed_ui.png)