openpilot v0.4.7 release

Merge opendbc subtree
Squashed 'opendbc/' changes from f89ae1e0..5db3dfe7
2026-11-01 19:43:51 +08:00 · 2018-06-16 20:59:34 -07:00 · 2018-06-16 20:56:04 -07:00 · 2018-06-16 20:56:04 -07:00 · 2018-06-16 20:56:03 -07:00 · 2018-06-16 20:56:02 -07:00
7359 changed files with 243053 additions and 1796088 deletions
@@ -1,11 +0,0 @@
-root = true
-
-[*]
-end_of_line = lf
-insert_final_newline = true
-trim_trailing_whitespace = true
-
-[*.{py,pyx,pxd}]
-charset = utf-8
-indent_style = space
-indent_size = 2
@@ -1,44 +0,0 @@
-* text=auto eol=lf
-
-# Binary resources are ordinary Git blobs.
-*.onnx -text
-openpilot/selfdrive/modeld/models/big_*_tinygrad.pkl -text
-*.svg -text
-*.png -text
-*.gif -text
-*.ttf -text
-*.otf -text
-*.woff -text
-*.woff2 -text
-*.wav -text
-openpilot/starpilot/galaxy/web/vendor/vue/vue.esm-browser.js -text
-
-openpilot/selfdrive/car/tests/test_models_segs.txt -text
-openpilot/common/hardware/comma/updater -text
-
-# Dependency snapshots keep their own storage attributes.
-msgq_repo/** !filter !diff !merge -text
-opendbc_repo/** !filter !diff !merge -text
-panda/** !filter !diff !merge -text
-rednose_repo/** !filter !diff !merge -text
-teleoprtc_repo/** !filter !diff !merge -text
-tinygrad_repo/** !filter !diff !merge -text
-
-# Compiled model parts must retain exact binary bytes.
-*.pkl.chunk* -text
-*.pkl -text
-
-# Native release artifacts must retain exact binary bytes.
-*.a -text
-*.so -text
-*.so.* -text
-openpilot/cereal/messaging/bridge -text
-openpilot/selfdrive/pandad/pandad -text
-openpilot/tools/replay/replay -text
-openpilot/system/camerad/camerad -text
-openpilot/system/loggerd/bootlog -text
-openpilot/system/loggerd/encoderd -text
-openpilot/system/loggerd/loggerd -text
-openpilot/starpilot/galaxy/bin/frpc_linux_arm64 -text
-openpilot/starpilot/maps/provider/mapd -text
-openpilot/selfdrive/test/process_replay/refs/starpilot/*.zst -text
@@ -1,6 +0,0 @@
-github: firestar5683
-patreon: firestar4430
-custom:
-  - "https://cash.app/$domkthompson"
-  - "https://account.venmo.com/u/firestar4430"
-  - "https://www.paypal.com/paypalme/firestar4430"
@@ -1,47 +0,0 @@
-name: Bug report
-description: For issues with running openpilot on your comma device
-labels: ["bug"]
-body:
-
-  - type: markdown
-    attributes:
-      value: >
-        Before creating a **bug report**, please check the following:
-          * If the issue likely only affects your car model or make, go back and open a **car bug report** instead.
-          * If the issue is related to the driving or driver monitoring models, you should open a [discussion](https://github.com/commaai/openpilot/discussions/categories/model-feedback) instead.
-          * Ensure you're running the latest openpilot release.
-          * Ensure you're using officially supported hardware. Issues running on PCs have a different issue template.
-          * Ensure there isn't an existing issue for your bug. If there is, leave a comment on the existing issue.
-          * Ensure you're running stock openpilot. We cannot look into bug reports from forks.
-
-        If you're unsure whether you've hit a bug, check out the #installation-help channel in the [community Discord server](https://discord.comma.ai).
-
-  - type: textarea
-    attributes:
-      label: Describe the bug
-      description: Also include a description of how to reproduce the bug
-    validations:
-      required: true
-
-  - type: input
-    id: route
-    attributes:
-      label: Provide a route where the issue occurs
-      description: Ensure the route is fully uploaded at https://useradmin.comma.ai. We cannot look into issues without routes, or at least a Dongle ID.
-      placeholder: 77611a1fac303767|2020-05-11--16-37-07
-    validations:
-      required: true
-
-  - type: input
-    id: version
-    attributes:
-      label: openpilot version
-      description: If you're not on release, provide the commit hash
-      placeholder: 0.8.10
-    validations:
-      required: true
-
-  - type: textarea
-    attributes:
-      label: Additional info
-
@@ -1,14 +0,0 @@
-blank_issues_enabled: false
-contact_links:
-  - name: Car bug report
-    url: https://github.com/commaai/opendbc/issues/new
-    about: For issues with a particular car make or model
-  - name: Join the Discord
-    url: https://discord.comma.ai
-    about: The community Discord is for both openpilot development and experience discussion
-  - name: Report driving behavior feedback
-    url: https://discord.com/channels/469524606043160576/1254834193066623017
-    about: Feedback for the driving and driver monitoring models goes in the #driving-feedback in Discord
-  - name: Community Wiki
-    url: https://github.com/commaai/openpilot/wiki
-    about: Check out our community wiki
@@ -1,42 +0,0 @@
-name: PC bug report
-description: For issues with running openpilot on PC
-labels: ["PC"]
-body:
-
-  - type: markdown
-    attributes:
-      value: >
-        Before creating a **bug report**, please check the following:
-          * Ensure you're running the latest openpilot release.
-          * Ensure there isn't an existing issue for your bug. If there is, leave a comment on the existing issue.
-          * Ensure you're running stock openpilot. We cannot look into bug reports from forks.
-
-        If you're unsure whether you've hit a bug, check out the #installation-help channel in the [community Discord server](https://discord.comma.ai).
-
-  - type: textarea
-    attributes:
-      label: Describe the bug
-      description: Also include a description of how to reproduce the bug
-    validations:
-      required: true
-
-  - type: input
-    id: os-version
-    attributes:
-      label: OS Version
-      placeholder: Ubuntu 24.04
-    validations:
-      required: true
-
-  - type: input
-    id: version
-    attributes:
-      label: openpilot version or commit
-      placeholder: bd36f2ec8d3559909678eff2690c10a520938367
-    validations:
-      required: false
-
-  - type: textarea
-    attributes:
-      label: Additional info
-
@@ -1,27 +0,0 @@
-CI / testing:
-  - changed-files:
-    - any-glob-to-all-files: "{.github/**,**/test_*,**/test/**,Jenkinsfile}"
-
-car:
-  - changed-files:
-    - any-glob-to-all-files: '{openpilot/selfdrive/car/**,opendbc_repo}'
-
-simulation:
-  - changed-files:
-    - any-glob-to-all-files: 'openpilot/tools/sim/**'
-
-ui:
-  - changed-files:
-    - any-glob-to-all-files: '{openpilot/selfdrive/assets/**,openpilot/selfdrive/ui/**,openpilot/system/ui/**}'
-
-tools:
-  - changed-files:
-    - any-glob-to-all-files: 'openpilot/tools/**'
-
-multilanguage:
-  - changed-files:
-    - any-glob-to-all-files: 'openpilot/selfdrive/ui/translations/**'
-
-autonomy:
-  - changed-files:
-    - any-glob-to-all-files: "{openpilot/selfdrive/modeld/models/**,openpilot/selfdrive/test/process_replay/model_replay_ref_commit}"
@@ -1,33 +0,0 @@
-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@v7
-
-    # Label PRs
-    - uses: actions/labeler@v6
-      with:
-        dot: true
-        configuration-path: .github/labeler.yaml
-
-    # Check PR target branch
-    - name: check branch
-      uses: Vankka/pr-target-branch-action@5da68a42bcb7b43d39104295a876a6f3f8d7908b
-      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"
@@ -1,58 +0,0 @@
-name: diff report
-
-on:
-  pull_request_target:
-    types: [opened, synchronize, reopened]
-
-jobs:
-  comment:
-    name: comment
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-      pull-requests: write
-      actions: read
-    steps:
-    - name: Wait for process replay
-      id: wait
-      continue-on-error: true
-      uses: lewagon/wait-on-check-action@1d57e2c51a58d812d2765e036a028b6bdb5a6154
-      with:
-        ref: ${{ github.event.pull_request.head.sha }}
-        check-name: process replay
-        repo-token: ${{ secrets.GITHUB_TOKEN }}
-        allowed-conclusions: success,failure
-        wait-interval: 20
-    - name: Get tests run ID
-      if: steps.wait.outcome == 'success'
-      id: tests-run
-      env:
-        GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      run: |
-        run_id=$(gh api \
-          "repos/${{ github.repository }}/actions/workflows/tests.yaml/runs?event=pull_request&head_sha=${{ github.event.pull_request.head.sha }}&per_page=1" \
-          --jq '.workflow_runs[0].id // empty')
-        if [ -z "$run_id" ]; then
-          echo "No tests.yaml run found for ${{ github.event.pull_request.head.sha }}" >&2
-          exit 1
-        fi
-        echo "run-id=$run_id" >> "$GITHUB_OUTPUT"
-    - name: Download diff
-      if: steps.wait.outcome == 'success'
-      continue-on-error: true
-      uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c
-      with:
-        github-token: ${{ secrets.GITHUB_TOKEN }}
-        repository: ${{ github.repository }}
-        run-id: ${{ steps.tests-run.outputs.run-id }}
-        name: diff_report_${{ github.event.number }}
-        path: .
-    - name: Comment on PR
-      if: steps.wait.outcome == 'success' && hashFiles('diff_report.txt') != ''
-      uses: thollander/actions-comment-pull-request@24bffb9b452ba05a4f3f77933840a6a841d1b32b
-      with:
-        file-path: diff_report.txt
-        comment-tag: diff_report
-        pr-number: ${{ github.event.number }}
-        github-token: ${{ secrets.GITHUB_TOKEN }}
@@ -1,67 +0,0 @@
-name: docs
-
-on:
-  push:
-    branches:
-      - master
-      - Domathon
-      - SecretGoodStarPilot
-  pull_request:
-  workflow_call:
-    inputs:
-      run_number:
-        default: '1'
-        required: false
-        type: string
-concurrency:
-  group: docs-tests-ci-run-${{ 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: ${{
-      (github.repository == 'commaai/openpilot') &&
-      ((github.event_name != 'pull_request') ||
-      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-    - uses: commaai/timeout@v1
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-
-    # Build
-    - name: Build docs
-      run: ./tools/op.sh docs --build
-
-    # Push to docs.comma.ai
-    - uses: actions/checkout@v7
-      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 tools/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
@@ -1,96 +0,0 @@
-name: jenkins scan
-
-on:
-  issue_comment:
-    types: [created, edited]
-
-jobs:
-  cleanup-branches:
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-    steps:
-      - name: Delete stale Jenkins branches
-        uses: actions/github-script@v9
-        with:
-          script: |
-            const cutoff = Date.now() - 24 * 60 * 60 * 1000;
-            const prefixes = ['tmp-jenkins', '__jenkins'];
-
-            for await (const response of github.paginate.iterator(github.rest.repos.listBranches, {
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              per_page: 100,
-            })) {
-              for (const branch of response.data) {
-                if (!prefixes.some(p => branch.name.startsWith(p))) continue;
-
-                const { data: commit } = await github.rest.repos.getCommit({
-                  owner: context.repo.owner,
-                  repo: context.repo.repo,
-                  ref: branch.commit.sha,
-                });
-
-                const commitDate = new Date(commit.commit.committer.date).getTime();
-                if (commitDate < cutoff) {
-                  console.log(`Deleting branch: ${branch.name} (last commit: ${commit.commit.committer.date})`);
-                  await github.rest.git.deleteRef({
-                    owner: context.repo.owner,
-                    repo: context.repo.repo,
-                    ref: `heads/${branch.name}`,
-                  });
-                }
-              }
-            }
-
-  scan-comments:
-    runs-on: ubuntu-latest
-    if: ${{ github.event.issue.pull_request }}
-    permissions:
-      contents: write
-      issues: write
-    steps:
-    - name: Check for trigger phrase
-      id: check_comment
-      uses: actions/github-script@v9
-      with:
-        script: |
-          const triggerPhrase = "trigger-jenkins";
-          const comment = context.payload.comment.body;
-          const commenter = context.payload.comment.user.login;
-
-          const { data: permissions } = await github.rest.repos.getCollaboratorPermissionLevel({
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            username: commenter
-          });
-
-          const hasWriteAccess = permissions.permission === 'write' || permissions.permission === 'admin';
-
-          return (hasWriteAccess && comment.includes(triggerPhrase));
-        result-encoding: json
-
-    - name: Checkout repository
-      if: steps.check_comment.outputs.result == 'true'
-      uses: actions/checkout@v7
-      with:
-        ref: refs/pull/${{ 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-${{ github.event.issue.number }}
-        git push -f origin tmp-jenkins-${{ github.event.issue.number }}
-
-    - name: Delete trigger comment
-      if: steps.check_comment.outputs.result == 'true' && always()
-      uses: actions/github-script@v9
-      with:
-        script: |
-          await github.rest.issues.deleteComment({
-            owner: context.repo.owner,
-            repo: context.repo.repo,
-            comment_id: context.payload.comment.id,
-          });
@@ -1,33 +0,0 @@
-name: release
-on:
-  schedule:
-    - cron: '0 9 * * *'
-  workflow_dispatch:
-
-jobs:
-  build_masterci:
-    name: build master-ci
-    runs-on: ubuntu-latest
-    if: github.repository == 'commaai/openpilot'
-    permissions:
-      checks: read
-      contents: write
-    steps:
-    - name: Wait for green check mark
-      if: ${{ github.event_name == 'schedule' }}
-      uses: lewagon/wait-on-check-action@1d57e2c51a58d812d2765e036a028b6bdb5a6154
-      with:
-        ref: master
-        wait-interval: 30
-        running-workflow-name: 'build master-ci'
-        repo-token: ${{ secrets.GITHUB_TOKEN }}
-        check-regexp: ^((?!.*(build prebuilt|create badges).*).)*$
-    - uses: actions/checkout@v4 # checkout version > v4 breaks nightly release script
-      with:
-        fetch-depth: 0
-    - run: ./tools/op.sh setup
-    - name: Push master-ci
-      run: BRANCH=__nightly tools/release/build_stripped.sh
-    - name: Push chestnut nightly
-      run: |
-        INCLUDE_BIG_MODEL=1 BRANCH=__nightly-chestnut tools/release/build_stripped.sh
@@ -1,121 +0,0 @@
-name: repo maintenance
-
-on:
-  schedule:
-    - cron: "0 14 * * 1" # every Monday at 2am UTC (6am PST)
-  pull_request:
-    types: [closed]
-  workflow_dispatch:
-
-env:
-  PYTHONPATH: ${{ github.workspace }}
-
-jobs:
-  package_updates:
-    name: package_updates
-    runs-on: ubuntu-latest
-    if: >-
-      github.repository == 'commaai/openpilot' &&
-      (github.event_name == 'schedule' || github.event_name == 'workflow_dispatch')
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: uv lock
-      run: uv lock --upgrade
-    - name: uv pip tree
-      id: pip_tree
-      run: |
-        echo 'PIP_TREE<<EOF' >> $GITHUB_OUTPUT
-        uv pip tree >> $GITHUB_OUTPUT
-        echo 'EOF' >> $GITHUB_OUTPUT
-    - name: venv size
-      id: venv_size
-      run: |
-        echo 'VENV_SIZE<<EOF' >> $GITHUB_OUTPUT
-        echo "Total: $(du -sh .venv | cut -f1)" >> $GITHUB_OUTPUT
-        echo "" >> $GITHUB_OUTPUT
-        echo "Top 10 by size:" >> $GITHUB_OUTPUT
-        du -sh .venv/lib/python*/site-packages/* 2>/dev/null \
-          | grep -v '\.dist-info' \
-          | grep -v '__pycache__' \
-          | sort -rh \
-          | head -10 \
-          | while IFS=$'\t' read size path; do echo "$size  ${path##*/}"; done >> $GITHUB_OUTPUT
-        echo 'EOF' >> $GITHUB_OUTPUT
-    - name: Check tracked dependencies
-      run: python3 tools/vendor/check.py
-    - name: update car docs
-      run: |
-        python openpilot/selfdrive/car/docs.py
-        git add docs/CARS.md
-    - name: Create Pull Request
-      uses: peter-evans/create-pull-request@5f6978faf089d4d20b00c7766989d076bb2fc7f1
-      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
-
-          ```
-          $ du -sh .venv && du -sh .venv/lib/python*/site-packages/* | sort -rh | head -10
-          ${{ steps.venv_size.outputs.VENV_SIZE }}
-          ```
-
-          ```
-          $ uv pip tree
-          ${{ steps.pip_tree.outputs.PIP_TREE }}
-          ```
-        labels: bot
-
-  cleanup_closed_branches:
-    if: github.repository == 'commaai/openpilot' && github.event_name == 'pull_request'
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-      pull-requests: read
-    steps:
-      - uses: actions/github-script@v9
-        with:
-          script: |
-            const { owner, repo } = context.repo;
-            const upstream = `${owner}/${repo}`;
-
-            const closed = context.payload.pull_request;
-            if (closed) {
-              if (closed.head.repo?.full_name === upstream) {
-                await github.rest.git.deleteRef({ owner, repo, ref: `heads/${closed.head.ref}` }).catch(console.log);
-              }
-              return;
-            }
-
-            for await (const response of github.paginate.iterator(github.rest.pulls.list, {
-              owner,
-              repo,
-              state: 'closed',
-              per_page: 100,
-            })) {
-              for (const pr of response.data) {
-                if (pr.head.repo?.full_name !== upstream) continue;
-
-                const branch = pr.head.ref;
-                try {
-                  await github.rest.git.deleteRef({
-                    owner,
-                    repo,
-                    ref: `heads/${branch}`,
-                  });
-                  console.log(`Deleted branch ${branch} (PR #${pr.number})`);
-                } catch (error) {
-                  if (error.status === 422 || error.status === 403) {
-                    console.log(`Skipping branch ${branch} (PR #${pr.number}): ${error.message}`);
-                    continue;
-                  }
-                  throw error;
-                }
-              }
-            }
@@ -1,32 +0,0 @@
-name: safety qualification
-
-on:
-  push:
-    branches: [master, Domathon, SecretGoodStarPilot]
-  pull_request:
-  workflow_dispatch:
-
-permissions:
-  contents: read
-
-jobs:
-  host_gates:
-    name: ${{ matrix.gate }}
-    runs-on: ubuntu-24.04
-    timeout-minutes: 100
-    strategy:
-      fail-fast: false
-      matrix:
-        gate: [coverage, opendbc-misra, panda-misra, panda-host]
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Run isolated source-pinned gate
-      run: .venv/bin/python tools/ci/run_safety_qualification.py --gate "${{ matrix.gate }}" --output "ci-results/safety-${{ matrix.gate }}"
-    - name: Save full gate evidence
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: safety-${{ matrix.gate }}
-        path: ci-results/safety-${{ matrix.gate }}/
-        if-no-files-found: error
@@ -1,28 +0,0 @@
-name: simulator driving (manual)
-
-on:
-  workflow_dispatch:
-
-permissions:
-  contents: read
-
-env:
-  CI: 1
-  PYTHONPATH: ${{ github.workspace }}
-
-jobs:
-  simulator_driving:
-    name: simulator driving
-    runs-on: ubuntu-24.04
-    timeout-minutes: 30
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Build openpilot
-      run: scons
-    - name: Driving test
-      timeout-minutes: 2
-      env:
-        # MetaDrive renders offscreen through panda3d's EGL pipe on llvmpipe
-        EGL_PLATFORM: surfaceless
-      run: python openpilot/tools/sim/tests/test_metadrive_bridge.py
@@ -1,52 +0,0 @@
-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@v10
-        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@v10
-        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: ${{ env.DAYS_BEFORE_PR_CLOSE }}
-          exempt-draft-pr: true
-
-          # issue config
-          days-before-issue-stale: -1 # ignore issues for now
@@ -1,453 +0,0 @@
-name: tests
-
-on:
-  push:
-    branches:
-      - master
-      - Domathon
-      - SecretGoodStarPilot
-  pull_request:
-  workflow_dispatch:
-  workflow_call:
-    inputs:
-      run_number:
-        default: '1'
-        required: false
-        type: string
-
-concurrency:
-  group: tests-ci-run-${{ 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
-
-permissions:
-  contents: read
-
-env:
-  CI: 1
-  PYTHONPATH: ${{ github.workspace }}
-
-jobs:
-  source_integrity:
-    name: source integrity
-    runs-on: ubuntu-24.04
-    permissions:
-      contents: read
-    steps:
-    - uses: actions/checkout@v7
-    - name: Validate tracked dependencies
-      run: python3 tools/vendor/check.py --revision HEAD
-    - run: ./tools/op.sh setup
-      id: setup
-    - name: Build native dependencies for packaging tests
-      id: build
-      run: scons -j2 openpilot/common/libparams_c.so msgq_repo/msgq/ipc_pyx.so
-    - name: Test dependency tools
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      run: python3 -m unittest discover -s tools/vendor/tests -v
-    - name: Test release packaging
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      run: python3 -m pytest -q tools/release/tests
-    - name: Test CI tools
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      run: python3 -m unittest discover -s tools/ci/tests -v
-    - name: Test updater
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      run: python3 -m unittest discover -s openpilot/system/updated/tests -v
-    - name: Check setup and release shell syntax
-      if: ${{ !cancelled() && steps.setup.outcome == 'success' }}
-      run: |
-        for script in tools/op.sh tools/release/*.sh openpilot/selfdrive/test/setup_device_ci.sh; do
-          bash -n "$script"
-        done
-
-  build_release:
-    name: build release
-    runs-on: ubuntu-24.04-arm
-    env:
-      STRIPPED_DIR: /tmp/releasepilot
-      PYTHONPATH: /tmp/releasepilot
-      STARPILOT_CI_BUILD_MANIFEST: /tmp/starpilot-release-build-${{ github.run_id }}-${{ github.run_attempt }}.json
-    steps:
-    - uses: actions/checkout@v7
-    - uses: actions/setup-go@v7
-      with:
-        go-version: '1.25.1'
-        cache-dependency-path: mapd_repo/go.sum
-    - name: Build the pinned release map provider
-      env:
-        GOTOOLCHAIN: local
-      run: |
-        sudo apt-get update && sudo apt-get install -y --no-install-recommends pkg-config zlib1g-dev
-        (cd mapd_repo && go mod download)
-        PYTHONPATH="$GITHUB_WORKSPACE" python3 -m openpilot.starpilot.maps.package_shadow
-    - name: Build devel
-      timeout-minutes: 1
-      run: TARGET_DIR=$STRIPPED_DIR tools/release/build_stripped.sh
-    - run: ./tools/op.sh setup
-    - name: Build openpilot and run checks
-      timeout-minutes: 30
-      working-directory: ${{ env.STRIPPED_DIR }}
-      run: python3 openpilot/system/manager/build.py
-    - name: Run tests
-      timeout-minutes: 1
-      working-directory: ${{ env.STRIPPED_DIR }}
-      run: tools/release/check-dirty.sh
-    - name: Check tracked dependencies
-      timeout-minutes: 3
-      run: python3 tools/vendor/check.py --revision HEAD
-
-  developer_commands:
-    name: developer commands (${{ matrix.os }})
-    strategy:
-      fail-fast: false
-      matrix:
-        os: [ubuntu-24.04, macos-latest]
-    runs-on: ${{ matrix.os }}
-    permissions:
-      contents: read
-    timeout-minutes: 30
-    steps:
-    - uses: actions/checkout@v7
-    - name: Install developer prerequisites
-      run: tools/setup_dependencies.sh
-    - name: Check launchers without starting tools
-      run: |
-        ./build --help
-        ./dev help
-        ./test --help
-        ./tool help
-        ./tools/host help
-        ./c3 --help
-        ./c4 --help
-        ./onroad --help
-    - name: Test commands through the isolated host environment
-      run: |
-        ./dev pytest -q tools/ci/tests/test_dev_runtime.py tools/ci/tests/test_dev_runtime_review.py tools/ci/tests/test_build_entry.py openpilot/starpilot/ui/tests/test_host_launch.py openpilot/tools/replay/tests/test_onroad_host.py openpilot/starpilot/ui/tests/test_host_window_failure.py
-    - name: Build both desktop UI entrypoints without a display
-      run: |
-        SP_C3_COMPILE_ONLY=1 ./c3
-        SP_C4_COMPILE_ONLY=1 ./c4
-
-  build_mac:
-    name: build macOS
-    runs-on: ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-macos-8x14' || 'macos-latest' }}
-    steps:
-    - uses: actions/checkout@v7
-    - name: Remove Homebrew from environment
-      run: |
-        FILTERED=$(echo "$PATH" | tr ':' '\n' | grep -v '/opt/homebrew' | tr '\n' ':')
-        echo "PATH=${FILTERED}/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin" >> $GITHUB_ENV
-    - run: ./tools/op.sh setup
-    - name: Building openpilot
-      run: scons
-
-  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"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Static analysis
-      timeout-minutes: 1
-      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"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-    - uses: actions/checkout@v7
-    - name: Provide JavaScript runtime for Galaxy contract tests
-      uses: actions/setup-node@v7
-      with:
-        node-version: '24'
-        package-manager-cache: false
-    - name: Provide pinned map provider toolchain
-      uses: actions/setup-go@v7
-      with:
-        go-version: '1.25.1'
-        cache-dependency-path: mapd_repo/go.sum
-    - name: Fetch pinned map provider dependencies
-      working-directory: mapd_repo
-      env:
-        GOTOOLCHAIN: local
-      run: go mod download
-    - run: ./tools/op.sh setup
-      id: setup
-    - name: Build openpilot
-      id: build
-      run: scons
-    - name: Run unit tests
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 20 }}
-      env:
-        RAYLIB_BACKEND: headless
-      run: tools/op.sh test --json-output unit-test-results.json
-    - name: Test custom module-level pytest cases
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      timeout-minutes: 10
-      env:
-        RAYLIB_BACKEND: headless
-      run: python3 tools/ci/run_host_tests.py --pytest
-    - name: Test GM vehicle configurations and CAN behavior
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      timeout-minutes: 5
-      run: tools/op.sh test opendbc_repo/opendbc/car/gm/tests --json-output gm-test-results.json
-    - name: Test native independent-axis protocol
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      run: |
-        openpilot/selfdrive/pandad/tests/test_panda_usb
-        openpilot/selfdrive/pandad/tests/test_pandad_canprotocol
-        openpilot/selfdrive/pandad/tests/test_aol_protocol
-        openpilot/selfdrive/pandad/tests/test_aol_wire
-        openpilot/selfdrive/pandad/tests/test_producer_timing
-        openpilot/selfdrive/pandad/tests/test_producer_sink
-    - name: Test map provider to host messaging
-      if: ${{ !cancelled() && steps.build.outcome == 'success' }}
-      working-directory: mapd_repo
-      timeout-minutes: 5
-      env:
-        GOTOOLCHAIN: local
-        STARPILOT_SHADOW_IPC_REQUIRED: '1'
-        STARPILOT_SHADOW_EXEC_REQUIRED: '1'
-        STARPILOT_PYTHON: ${{ github.workspace }}/.venv/bin/python
-      run: go test -mod=readonly -race -run '^Test(MsgqNativeLayout|Shadow(GoPythonIPC|ExecutableHostGpsIPC))$' -count=1 -v
-    - name: Save complete unit test results
-      if: ${{ always() && (hashFiles('unit-test-results.json') != '' || hashFiles('gm-test-results.json') != '') }}
-      uses: actions/upload-artifact@v4
-      with:
-        name: unit-test-results
-        path: |
-          unit-test-results.json
-          gm-test-results.json
-        if-no-files-found: error
-
-  map_provider:
-    name: map provider
-    runs-on: ubuntu-24.04
-    timeout-minutes: 15
-    permissions:
-      contents: read
-    steps:
-    - uses: actions/checkout@v7
-    - uses: actions/setup-go@v7
-      with:
-        go-version: '1.25.1'
-        cache-dependency-path: mapd_repo/go.sum
-    - name: Install native build dependencies
-      run: sudo apt-get update && sudo apt-get install -y --no-install-recommends pkg-config zlib1g-dev
-    - name: Test and build pinned map provider
-      run: python3 tools/ci/run_map_tests.py --output ci-results/map-provider
-    - name: Save test and build evidence
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: map-provider
-        path: ci-results/map-provider/
-        if-no-files-found: error
-
-  vehicle_contracts:
-    name: vehicle contracts (${{ matrix.suite }})
-    runs-on: ubuntu-24.04
-    timeout-minutes: 35
-    permissions:
-      contents: read
-    strategy:
-      fail-fast: false
-      matrix:
-        suite: [interfaces, safety-debug, safety-release]
-    env:
-      FUZZ_SEED: '0'
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Build native host dependencies
-      run: scons
-    - name: Run explicit vehicle suite and record every result
-      timeout-minutes: 20
-      run: python3 tools/ci/run_vehicle_tests.py --suite "${{ matrix.suite }}" --output "ci-results/${{ matrix.suite }}"
-    - name: Require current complete interface regression coverage
-      if: ${{ always() && matrix.suite == 'interfaces' }}
-      run: |
-        python3 tools/ci/fleet_coverage.py --require interfaces \
-          --interface-coverage ci-results/interfaces/coverage.json \
-          --interface-results ci-results/interfaces/results.json \
-          --output ci-results/interfaces/fleet-coverage.json
-    - name: Save collection, outcomes, and native build evidence
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: vehicle-contracts-${{ matrix.suite }}
-        path: ci-results/${{ matrix.suite }}/
-        if-no-files-found: error
-
-  recorded_vehicles:
-    name: recorded vehicles (${{ matrix.variant }})
-    runs-on: ubuntu-24.04
-    timeout-minutes: 30
-    permissions:
-      contents: read
-    strategy:
-      fail-fast: false
-      matrix:
-        variant: [debug, release]
-    env:
-      FUZZ_SEED: '0'
-    steps:
-    - uses: actions/checkout@v7
-    - name: Install host prerequisites
-      run: tools/setup_dependencies.sh
-    - name: Replay pinned public CAN recordings
-      timeout-minutes: 20
-      run: |
-        ./dev python tools/ci/run_recorded_vehicle_tests.py \
-          --variant "${{ matrix.variant }}" \
-          --cache "${{ runner.temp }}/recorded-fixtures" \
-          --output "$GITHUB_WORKSPACE/ci-results/recorded-${{ matrix.variant }}" \
-          --download
-    - name: Save recorded results and native build evidence
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: recorded-vehicles-${{ matrix.variant }}
-        path: ci-results/recorded-${{ matrix.variant }}/
-        if-no-files-found: error
-
-  panda_build_variants:
-    name: Panda compile (${{ matrix.variant }})
-    runs-on: ubuntu-24.04
-    timeout-minutes: 35
-    permissions:
-      contents: read
-    strategy:
-      fail-fast: false
-      matrix:
-        variant: [debug, release]
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Compile firmware with the checked-in development certificate
-      timeout-minutes: 15
-      shell: bash
-      run: |
-        set -euo pipefail
-        mkdir -p ci-results/firmware
-        if [[ "${{ matrix.variant }}" == release ]]; then
-          export RELEASE=1
-          export CERT="$PWD/panda/board/crypto/certs/debug"
-        else
-          unset RELEASE
-        fi
-        scons --verbose panda/board/obj/version panda/board/obj/panda.bin.signed panda/board/obj/bootstub.panda.bin panda/board/obj/panda_h7.bin.signed panda/board/obj/bootstub.panda_h7.bin 2>&1 | tee ci-results/firmware/build.log
-        python3 tools/ci/record_firmware.py --variant "${{ matrix.variant }}" --build-log ci-results/firmware/build.log --output ci-results/firmware/provenance.json
-    - name: Save compile evidence
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: panda-compile-${{ matrix.variant }}
-        path: ci-results/firmware/
-        if-no-files-found: error
-
-  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"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-    - uses: actions/checkout@v7
-    - run: ./tools/op.sh setup
-    - name: Build openpilot
-      run: scons
-    - name: Run replay
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 20 }}
-      run: openpilot/selfdrive/test/process_replay/test_processes.py -j$(nproc)
-    - name: Print diff
-      id: print-diff
-      if: ${{ always() && hashFiles('openpilot/selfdrive/test/process_replay/diff.txt') != '' }}
-      run: cat openpilot/selfdrive/test/process_replay/diff.txt
-    - name: Save process replay input coverage
-      if: always()
-      uses: actions/upload-artifact@v4
-      with:
-        name: process-replay-coverage
-        path: openpilot/selfdrive/test/process_replay/coverage.json
-        if-no-files-found: error
-    - name: Print diff report
-      if: ${{ always() && hashFiles('openpilot/selfdrive/test/process_replay/diff_report.txt') != '' }}
-      run: cat openpilot/selfdrive/test/process_replay/diff_report.txt
-    - uses: actions/upload-artifact@v7
-      if: always()
-      continue-on-error: true
-      with:
-        name: process_replay_diff.txt
-        path: openpilot/selfdrive/test/process_replay/diff.txt
-    - name: Upload diff report
-      uses: actions/upload-artifact@v7
-      if: always() && github.event_name == 'pull_request'
-      continue-on-error: true
-      with:
-        name: diff_report_${{ github.event.number }}
-        path: openpilot/selfdrive/test/process_replay/diff_report.txt
-    - name: Checkout ci-artifacts
-      if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
-      uses: actions/checkout@v7
-      with:
-        repository: commaai/ci-artifacts
-        ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-        path: ${{ github.workspace }}/ci-artifacts
-    - name: Prepare refs
-      if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
-      working-directory: ${{ github.workspace }}/ci-artifacts
-      run: |
-        git config user.name "GitHub Actions Bot"
-        git config user.email "<>"
-        git fetch origin process-replay || true
-        git checkout process-replay 2>/dev/null || git checkout --orphan process-replay
-        cp ${{ github.workspace }}/openpilot/selfdrive/test/process_replay/fakedata/*.zst .
-        echo "${{ github.sha }}" > ref_commit
-        git add .
-        git commit -m "process-replay refs for ${{ github.repository }}@${{ github.sha }}" || echo "No changes to commit"
-    - name: Push refs
-      if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
-      uses: nick-fields/retry@ad984534de44a9489a53aefd81eb77f87c70dc60
-      with:
-        timeout_minutes: 2
-        max_attempts: 3
-        command: cd ${{ github.workspace }}/ci-artifacts && git push origin process-replay --force
-
-  create_ui_report:
-    name: Create UI Report
-    runs-on: ${{
-      (github.repository == 'commaai/openpilot') &&
-      ((github.event_name != 'pull_request') ||
-      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
-      || fromJSON('["ubuntu-24.04"]') }}
-    steps:
-      - uses: actions/checkout@v7
-      - run: ./tools/op.sh setup
-      - name: Build openpilot
-        run: scons
-      - name: Create UI Report
-        env:
-          RAYLIB_BACKEND: headless
-        run: |
-          python3 openpilot/selfdrive/ui/tests/diff/replay.py
-          python3 openpilot/selfdrive/ui/tests/diff/replay.py --big
-      - name: Upload UI Report
-        uses: actions/upload-artifact@v7
-        with:
-          name: ui-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
-          path: openpilot/selfdrive/ui/tests/diff/report
@@ -1,174 +0,0 @@
-name: "ui preview"
-on:
-  push:
-    branches:
-      - master
-  pull_request_target:
-    types: [assigned, opened, synchronize, reopened, edited]
-    branches:
-      - 'master'
-    paths:
-      - 'openpilot/selfdrive/assets/**'
-      - 'openpilot/selfdrive/ui/**'
-      - 'openpilot/system/ui/**'
-  workflow_dispatch:
-
-env:
-  UI_JOB_NAME: "Create 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 }}-ui-preview"
-  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
-
-  # variant:video_prefix:master_branch
-  VARIANTS: "mici:mici_ui_replay:openpilot_master_ui_mici_raylib big:tizi_ui_replay:openpilot_master_ui_big_raylib"
-
-jobs:
-  preview:
-    if: false # tmp disable due to GH API rate limiting flakiness
-    #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@v7
-
-      - name: Waiting for ui generation to end
-        uses: lewagon/wait-on-check-action@1d57e2c51a58d812d2765e036a028b6bdb5a6154
-        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
-        uses: dawidd6/action-download-artifact@b6e2e70617bc3265edd6dab6c906732b2f1ae151
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          run_id: ${{ steps.get_run_id.outputs.run_id }}
-          search_artifacts: true
-          name: ui-report-1-${{ env.REPORT_NAME }}
-          path: ${{ github.workspace }}/pr_ui
-
-      - name: Getting mici master ui
-        uses: actions/checkout@v7
-        with:
-          repository: commaai/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_mici
-          ref: openpilot_master_ui_mici_raylib
-
-      - name: Getting big master ui
-        uses: actions/checkout@v7
-        with:
-          repository: commaai/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_big
-          ref: openpilot_master_ui_big_raylib
-
-      - name: Saving new master ui
-        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
-        run: |
-          for variant in $VARIANTS; do
-            IFS=':' read -r name video branch <<< "$variant"
-            master_dir="${{ github.workspace }}/master_${name}"
-            cd "$master_dir"
-            git checkout --orphan=new_branch
-            git rm -rf *
-            git branch -D "$branch"
-            git branch -m "$branch"
-            git config user.name "GitHub Actions Bot"
-            git config user.email "<>"
-            cp "${{ github.workspace }}/pr_ui/${video}.mp4" .
-            git add .
-            git commit -m "${name} video for commit ${{ env.SHA }}"
-            git push origin "$branch" --force
-          done
-
-      - name: Setup FFmpeg
-        uses: AnimMouse/setup-ffmpeg@178e0b4a408f06ce40d896c3cd79f50fa6f8b0c3
-
-      - name: Finding diffs
-        if: github.event_name == 'pull_request_target'
-        id: find_diff
-        run: |
-          export PYTHONPATH=${{ github.workspace }}
-          baseurl="https://github.com/commaai/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
-
-          COMMENT=""
-          for variant in $VARIANTS; do
-            IFS=':' read -r name video _ <<< "$variant"
-            diff_name="${name}_diff"
-
-            mv "${{ github.workspace }}/pr_ui/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_proposed.mp4"
-            cp "${{ github.workspace }}/master_${name}/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_master.mp4"
-
-            diff_exit_code=0
-            python3 ${{ github.workspace }}/openpilot/selfdrive/ui/tests/diff/diff.py \
-              "${{ github.workspace }}/pr_ui/${video}_master.mp4" \
-              "${{ github.workspace }}/pr_ui/${video}_proposed.mp4" \
-              "${diff_name}.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
-
-            cp "${{ github.workspace }}/openpilot/selfdrive/ui/tests/diff/report/${diff_name}.html" "${{ github.workspace }}/pr_ui/"
-            cp "${{ github.workspace }}/openpilot/selfdrive/ui/tests/diff/report/${diff_name}.mp4" "${{ github.workspace }}/pr_ui/"
-
-            REPORT_URL="https://commaai.github.io/ci-artifacts/${diff_name}_pr_${{ github.event.number }}.html"
-            if [ $diff_exit_code -eq 0 ]; then
-              COMMENT+="**${name}**: Videos are identical! [View Diff Report]($REPORT_URL)"$'\n'
-            else
-              COMMENT+="**${name}**: ⚠️ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"$'\n'
-            fi
-          done
-
-          {
-            echo "COMMENT<<EOF"
-            echo "$COMMENT"
-            echo "EOF"
-          } >> "$GITHUB_OUTPUT"
-
-      - name: Saving proposed ui
-        if: github.event_name == 'pull_request_target'
-        working-directory: ${{ github.workspace }}/master_mici
-        run: |
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          git checkout --orphan=${{ env.BRANCH_NAME }}
-          git rm -rf *
-          mv ${{ github.workspace }}/pr_ui/* .
-          git add .
-          git commit -m "ui videos for PR #${{ github.event.number }}"
-          git push origin ${{ env.BRANCH_NAME }} --force
-
-          # Append diff reports to report files branch
-          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
-          for variant in $VARIANTS; do
-            IFS=':' read -r name _ _ <<< "$variant"
-            diff_name="${name}_diff"
-            cp "${{ github.workspace }}/openpilot/selfdrive/ui/tests/diff/report/${diff_name}.html" "${diff_name}_pr_${{ github.event.number }}.html"
-            git add "${diff_name}_pr_${{ github.event.number }}.html"
-          done
-          git commit -m "ui diff reports for PR #${{ github.event.number }}" || echo "No changes to commit"
-          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-
-      - name: Comment on PR
-        if: github.event_name == 'pull_request_target'
-        uses: thollander/actions-comment-pull-request@24bffb9b452ba05a4f3f77933840a6a841d1b32b
-        with:
-          message: |
-            <!-- _(run_id_ui_preview **${{ github.run_id }}**)_ -->
-            ## UI Preview
-            ${{ steps.find_diff.outputs.COMMENT }}
-          comment-tag: run_id_ui_preview
-          pr-number: ${{ github.event.number }}
-          github-token: ${{ secrets.GITHUB_TOKEN }}
@@ -1,140 +1,32 @@
-venv/
-.venv/
-.ci_cache
-.env
-.clang-format
 .DS_Store
 .tags
 .ipynb_checkpoints
 .idea
-.overlay_init
-.overlay_consistent
-.sconsign.dblite
+model2.png
 a.out
-.hypothesis
-.cache/
-.host_runtime/
-.comma_sysroot/
-.venv-linux-arm64/
-bin/
-!openpilot/starpilot/galaxy/bin/

-# created at launch for comma hardware PYTHONPATH (PC uses editable installs via pyproject.toml)
-/msgq
-/opendbc
-/rednose
-/teleoprtc
-/tinygrad
-/jetlink
-
-*.mp4
-*.dylib
 *.DSYM
 *.d
-*.pem
 *.pyc
 *.pyo
 .*.swp
 .*.swo
 .*.un~
-*.tmp
 *.o
-*.o-*
-*.os
-*.os-*
 *.so
-!openpilot/tools/replay/libmedia_mux.so
 *.a
-st[0-9A-Za-z][0-9A-Za-z][0-9A-Za-z][0-9A-Za-z][0-9A-Za-z][0-9A-Za-z]
-*.unchunked
 *.clb
 *.class
 *.pyxbldc
 *.vcd
-*.mo
-*_pyx.cpp
-*.stats
-*.pkl
-*.pkl*
 config.json
-compile_commands.json
-compare_runtime*.html
-openpilot/selfdrive/modeld/models/tg_input_devices.json
+clcache

-# build artifacts
-docs/_site/
-openpilot/selfdrive/pandad/pandad
-openpilot/selfdrive/pandad/tests/test_aol_protocol
-openpilot/selfdrive/pandad/tests/test_aol_wire
-openpilot/selfdrive/pandad/tests/test_panda_usb
-openpilot/cereal/services.h
-openpilot/cereal/gen
-openpilot/cereal/messaging/bridge
-openpilot/selfdrive/ui/translations/tmp
-openpilot/selfdrive/car/tests/cars_dump
-openpilot/system/camerad/camerad
-openpilot/system/camerad/test/ae_gray_test
+board/obj/
+selfdrive/boardd/boardd
+selfdrive/logcatd/logcatd
+selfdrive/proclogd/proclogd
+selfdrive/ui/ui
+/src/

-.coverage*
-coverage.xml
-htmlcov
-
-# openpilot log files
-*.bz2
-*.zst
-*.rlog
-
-build/
-
-!**/.gitkeep
-
-
-### VisualStudioCode ###
-*.vsix
-.history
-.ionide
-.vscode/*
-.history/
-!.vscode/settings.json
-!.vscode/tasks.json
-!.vscode/launch.json
-!.vscode/extensions.json
-!.vscode/*.code-snippets
-
-# agents
-.claude/
-.context/
-PLAN.md
-TASK.md
-
-# Disk-backed model cache reconstructed from published numbered parts.
-openpilot/selfdrive/modeld/models/*.unchunked
-
-# Publish only small compiled model packages, never raw pickles or caches.
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunkmanifest
-!openpilot/selfdrive/modeld/models/dmonitoring_model_tinygrad.pkl.chunksha256
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunk[0-9][0-9][0-9][0-9]of[0-9][0-9][0-9][0-9]
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunkmanifest
-!openpilot/selfdrive/modeld/models/rdf43_driving_tinygrad.pkl.chunksha256
-
-# Jetlink editable-install metadata.
-/jetlink_repo/jetlink.egg-info/
-
-# Local Google Play resolver build output (source and lockfile are versioned).
+one
@@ -1 +0,0 @@
-3.12.13
@@ -0,0 +1,12 @@
+sudo: required
+
+services:
+  - docker
+
+install:
+  - docker build -t tmppilot -f Dockerfile.openpilot .
+
+script:
+  - docker run --rm
+      -v "$(pwd)"/selfdrive/test/tests/plant/out:/tmp/openpilot/selfdrive/test/tests/plant/out
+      tmppilot /bin/sh -c 'cd /tmp/openpilot/selfdrive/test/tests/plant && OPTEST=1 ./test_longitudinal.py'
@@ -1,8 +0,0 @@
-{
-  "recommendations": [
-    "ms-python.python",
-    "ms-vscode.cpptools",
-    "elagil.pre-commit-helper",
-    "charliermarsh.ruff",
-  ]
-}
@@ -1,88 +0,0 @@
-{
-  "version": "0.2.0",
-  "inputs": [
-    {
-      "id": "python_process",
-      "type": "pickString",
-      "description": "Select the process to debug",
-      "options": [
-        "openpilot/selfdrive/controls/controlsd.py",
-        "openpilot/system/timed/timed.py",
-        "openpilot/tools/sim/run_bridge.py"
-      ]
-    },
-    {
-      "id": "cpp_process",
-      "type": "pickString",
-      "description": "Select the process to debug",
-      "options": [
-        "openpilot/selfdrive/ui/ui"
-      ]
-    },
-    {
-      "id": "args",
-      "description": "Arguments to pass to the process",
-      "type": "promptString"
-    },
-    {
-      "id": "replayArg",
-      "type": "promptString",
-      "description": "Enter route or segment to replay."
-    }
-  ],
-  "configurations": [
-    {
-      "name": "Python: openpilot Process",
-      "type": "debugpy",
-      "request": "launch",
-      "program": "${input:python_process}",
-      "console": "integratedTerminal",
-      "justMyCode": true,
-      "args": "${input:args}"
-    },
-    {
-      "name": "C++: openpilot Process",
-      "type": "cppdbg",
-      "request": "launch",
-      "program": "${workspaceFolder}/${input:cpp_process}",
-      "cwd": "${workspaceFolder}"
-    },
-    {
-      "name": "Attach LLDB to Replay drive",
-      "type": "lldb",
-      "request": "attach",
-      "pid": "${command:pickMyProcess}",
-      "sourceMap": {
-        ".": "${workspaceFolder}/opendbc/safety"
-      },
-      "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"
-      ]
-    }
-  ]
-}
@@ -1,21 +0,0 @@
-{
-  "editor.tabSize": 2,
-  "editor.insertSpaces": true,
-  "editor.renderWhitespace": "trailing",
-  "files.trimTrailingWhitespace": true,
-  "search.exclude": {
-    "**/.git": true,
-    "**/.venv": true,
-    "**/__pycache__": true
-  },
-  "files.exclude": {
-    "**/.git": true,
-    "**/.venv": true,
-    "**/__pycache__": true
-  },
-  "python.analysis.exclude": [
-    "**/.git",
-    "**/.venv",
-    "**/__pycache__",
-  ]
-}
@@ -0,0 +1,18 @@
+# How to contribute
+
+Our software is open source so you can solve your own problems without needing help from others. And if you solve a problem and are so kind, you can upstream it for the rest of the world to use.
+
+Most open source development activity is coordinated through our [slack](https://slack.comma.ai). A lot of documentation is available on our [medium](https://medium.com/@comma_ai/)
+
+## Getting Started
+
+ * Join our slack [slack.comma.ai](https://slack.comma.ai)
+ * Make sure you have a [GitHub account](https://github.com/signup/free)
+ * Fork the repository on GitHub
+
+## Car Ports (openpilot)
+
+We've released a guide for porting to Toyota cars [here](https://medium.com/@comma_ai/openpilot-port-guide-for-toyota-models-e5467f4b5fe6)
+
+If you port openpilot to a substantially new car, you might be eligible for a bounty. See our bounties at [comma.ai/bounties.html](https://comma.ai/bounties.html)
+
@@ -1,27 +0,0 @@
-# Source provenance
-
-## Jetlink external inference
-
-The comma-side Jetlink client and USB transport in `jetlink_repo` are by Zeph Leggett and the [Jetlink contributors](https://github.com/zoompilot/jetlink). They are vendored from revision `c17cd5c52be0ee83b9a6265b7da69d24ad6c5d02` under the MIT license, retained in [jetlink_repo/LICENSE](jetlink_repo/LICENSE). StarPilot owns the adapter to its model runner, settings and process lifecycle. Companion applications and inference servers remain distributed by Jetlink.
-
-## MRR35 Hyundai angle and radar
-
-The four MRR35 angle platforms (2026 Genesis GV70, second-generation electrified GV70, 2025 Genesis GV80, and Hyundai Ioniq 9) adapt Hyundai CAN FD angle-control design and the MRR35 radar DBC generator from the locally frozen StarPilot source snapshot `678af783`. That snapshot traces its Hyundai extension work to sunnypilot/opendbc `hkg-angle-steering-2025` at `cc4b08625a98e94b318cab15e45e05dad58042bd`; its historical import revision is not established. The relevant upstream contributors include Haibin (Jason) Wen, Shane Smiskol, and DevTekVE. Their authorship remains attributable to the upstream history; they do not maintain or endorse this port.
-
-The copied MRR35 generator source and DBC definition are at `opendbc_repo/opendbc/dbc/generator/hyundai/hyundai_mrr35_radar.py` and `.dbc`. The host angle adapter and native safety profile are adaptations, not copies of a generic DBC or of unrelated vehicle support. Applicable upstream notices are preserved in [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md).
-
-## Ford support adapted from BluePilot
-
-The Ford lateral strategies, extended CAN constructors, camera-radar filtering and native checks are adapted from StarPilot `2efe6017bfe14cee4807833e05f9a7f6ba255cdb`. Their lineage includes BluePilot's `bp-7.0` Ford work, principally by Alan Polk, with contributions from John Christman, Jacob Neulight, tonesto7, Haibin Wen and other sunnypilot and BluePilot contributors. The reference snapshot is [`e1d051d7ba270261b4455068bd68f1a58db15a4a`](https://github.com/BluePilotDev/bluepilot/commit/e1d051d7ba270261b4455068bd68f1a58db15a4a); the exact checkout used for the earlier StarPilot import was not recorded.
-
-Relevant lineage includes the controller and integration work in [`db2bdff05`](https://github.com/BluePilotDev/bluepilot/commit/db2bdff05df103d71df62f45c2a3cb5211aba6e6) and [`d0aac605f`](https://github.com/BluePilotDev/bluepilot/commit/d0aac605f99d37e9da205e419f7989c1e9eaa386), extended CAN and safety work in [`8f8d6d15f`](https://github.com/BluePilotDev/bluepilot/commit/8f8d6d15f0a590f42b78de964ffb0d0af7f5d63d), and manual-turn detection in [`97867c1eb`](https://github.com/BluePilotDev/bluepilot/commit/97867c1eb57b7472f6fc3de62f0fef576e5a5497).
-
-The vehicle strategy and CAN/native owners preserve that attribution while adapting to the current controller interfaces and shared safety limits. Upstream contributors do not maintain or endorse this adaptation. Applicable notices are retained in [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md).
-
-## Optional Ford angle controller
-
-The vendored `opendbc_repo/opendbc/bluepilot_lateral` angle core, codecs and Ford-only safety hooks are adapted directly from [BluePilot bp-7.0 e1d051d7ba270261b4455068bd68f1a58db15a4a](https://github.com/BluePilotDev/bluepilot/commit/e1d051d7ba270261b4455068bd68f1a58db15a4a), principally by Alan Polk, with John Christman, Jacob Neulight, Nathan Ingraham, Praeuner and other BluePilot, sunnypilot and comma contributors. Exact source paths and intentionally stricter safety checks are recorded in that folder. Both upstream `LICENSE` and `LICENSE.md` notices are retained. Its layout follows Alan Polk's September 2026 library proposal; this is a StarPilot adapter, not a published BluePilot library release.
-
-## RAV4 Continental ARS510 receiver
-
-The optional ACC-target and fused-track receivers and DBC preserve firestar5683's Dom integration from `b220a37f4bd119e402225a7aa16a7cd84878d0af` (Sea Turtles, 2026-10-13) and its ARS510 source attribution to ds-sebastian/ars510-radar `fb5b29c2b5999f34afeb6f7ac494a73949d66c67`, copyright 2026 ARS510 radar contributors. The complete MIT permission and warranty notice is retained in THIRD_PARTY_NOTICES.md. Startup/settings ownership is adapted to the current StarPilot architecture; no original firmware binaries or safety permissions are copied.
@@ -0,0 +1,19 @@
+FROM ubuntu:16.04
+ENV PYTHONUNBUFFERED 1
+
+RUN apt-get update && apt-get install -y build-essential clang vim screen wget bzip2 git libglib2.0-0 python-pip capnproto libcapnp-dev libzmq5-dev libffi-dev libusb-1.0-0
+RUN pip install numpy==1.11.2 scipy==0.18.1 matplotlib
+
+COPY requirements_openpilot.txt /tmp/
+RUN pip install -r /tmp/requirements_openpilot.txt
+
+ENV PYTHONPATH /tmp/openpilot:$PYTHONPATH
+
+COPY ./common /tmp/openpilot/common
+COPY ./cereal /tmp/openpilot/cereal
+COPY ./opendbc /tmp/openpilot/opendbc
+COPY ./selfdrive /tmp/openpilot/selfdrive
+COPY ./phonelibs /tmp/openpilot/phonelibs
+COPY ./pyextra /tmp/openpilot/pyextra
+
+RUN mkdir -p /tmp/openpilot/selfdrive/test/out
@@ -1,320 +0,0 @@
-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 ControlMaster=no -o ControlPath=none -o ConnectTimeout=5 -o ServerAliveInterval=5 -o ServerAliveCountMax=12 -o BatchMode=yes -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' exec setpriv --pdeathsig HUP /usr/bin/bash <<'END'
-
-set -e
-
-export TERM=xterm-256color
-
-trap 'kill 0' HUP # stop this process group on SSH disconnect
-
-export CI=1
-export PYTHONWARNINGS=error
-export PYTHONFAULTHANDLER=1
-export COMMA_CACHE=/data/tmp/comma_download_cache
-#export LOGPRINT=debug # this has gotten too spammy...
-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 since most require real hardware that can't be shared
-export PYTEST_ADDOPTS="-n0 -s"
-
-
-export GIT_SSH_COMMAND="ssh -i /data/gitkey"
-
-source ~/.bash_profile
-if [ -f /AGNOS ]; 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
-
-export LD_LIBRARY_PATH="\$(python -c 'import ffmpeg; print(ffmpeg.LIB_DIR)'):/usr/local/lib:\${LD_LIBRARY_PATH:-}"
-
-ln -snf ${env.TEST_DIR} /data/pythonpath
-
-cd ${env.TEST_DIR} || true
-time ( ${cmd} ) &
-wait \$!
-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("openpilot/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]
-}
-
-def chestnutStage(String name = "chestnut") {
-  deviceStage(name, "mici-chestnut-ci", ["UNSAFE=1", "CHESTNUT=1"], [
-    step("build", "./openpilot/selfdrive/test/chestnut.sh"),
-    step("model replay", "openpilot/selfdrive/test/process_replay/model_replay.py --chestnut"),
-    step("onroad tests", "./openpilot/selfdrive/test/test_onroad.py TestChestnutOnroad", [timeout: 120]),
-  ])
-}
-
-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
-
-  if (env.JOB_BASE_NAME == 'chestnut-stresstest') {
-    sh 'git fetch --no-tags origin nightly-chestnut'
-    env.GIT_COMMIT = sh(script: 'git show FETCH_HEAD:git_src_commit', returnStdout: true).trim()
-    if (!(env.GIT_COMMIT ==~ /[0-9a-f]{40}/)) {
-      error("invalid nightly-chestnut source commit")
-    }
-    def results = []
-    try {
-      timeout(time: 12, unit: 'HOURS') {
-        for (int run = 1; run <= 100; run++) {
-          results << "run ${run}: INCOMPLETE"
-          try {
-            chestnutStage("chestnut ${run}/100")
-            results[run - 1] = "run ${run}: PASS"
-          } catch (hudson.AbortException e) {
-            results[run - 1] = "run ${run}: FAIL"
-            echo e.toString()
-          }
-        }
-      }
-    } finally {
-      writeFile file: 'chestnut_stress_report.txt', text: "commit: ${env.GIT_COMMIT}\ncompleted: ${results.count { !it.endsWith('INCOMPLETE') }}/100\n" + results.join('\n') + '\n'
-      archiveArtifacts artifacts: 'chestnut_stress_report.txt'
-    }
-    if (results.any { !it.endsWith('PASS') }) {
-      error("chestnut stress test failed")
-    }
-    return
-  }
-
-  def excludeBranches = ['__nightly', '__nightly-chestnut', 'devel', 'devel-staging',
-                         'release-tizi', 'release-tizi-staging', 'release-mici', 'release-mici-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,release-mici-staging $SOURCE_DIR/tools/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/tools/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/tools/release/build_release.sh"),
-          ])
-        },
-      )
-    }
-
-    if (env.BRANCH_NAME == '__nightly-chestnut') {
-      parallel (
-        'nightly-chestnut': {
-          deviceStage("build nightly-chestnut", "mici-chestnut-ci", ["CHESTNUT=1"], [
-            step("build nightly-chestnut", "SCONSFLAGS=-j4 INCLUDE_BIG_MODEL=1 RELEASE_BRANCH=nightly-chestnut $SOURCE_DIR/tools/release/build_release.sh TestChestnutOnroad"),
-          ])
-        },
-        'nightly-chestnut-dev': {
-          deviceStage("build nightly-chestnut-dev", "mici-chestnut-ci", ["CHESTNUT=1"], [
-            step("build nightly-chestnut-dev", "SCONSFLAGS=-j4 INCLUDE_BIG_MODEL=1 PANDA_DEBUG_BUILD=1 RELEASE_BRANCH=nightly-chestnut-dev $SOURCE_DIR/tools/release/build_release.sh TestChestnutOnroad"),
-          ])
-        },
-      )
-    }
-
-    if (!env.BRANCH_NAME.matches(excludeRegex)) {
-    parallel (
-      'onroad tests': {
-        deviceStage("onroad", "tizi-needs-can", ["UNSAFE=1"], [
-          step("build openpilot", "cd openpilot/system/manager && ./build.py"),
-          step("check dirty", "tools/release/check-dirty.sh"),
-          step("onroad tests", "./openpilot/selfdrive/test/test_onroad.py", [timeout: 60]),
-        ])
-      },
-      'HW + Unit Tests': {
-        deviceStage("tizi-hardware", "tizi-common", ["UNSAFE=1"], [
-          step("build", "cd openpilot/system/manager && ./build.py"),
-          step("test power draw", "./openpilot/selfdrive/test/test_power_draw.py"),
-          step("test encoder", "./openpilot/system/loggerd/tests/test_encoder.py", [diffPaths: ["openpilot/system/loggerd/"]]),
-          step("test manager", "./openpilot/system/manager/test/test_manager.py"),
-        ])
-      },
-      'camerad OX03C10': {
-        deviceStage("OX03C10", "tizi-ox03c10", ["UNSAFE=1"], [
-          step("build", "cd openpilot/system/manager && ./build.py"),
-          step("test pandad", "./openpilot/selfdrive/pandad/tests/test_pandad.py"),
-          step("test camerad", "./openpilot/system/camerad/test/test_camerad.py", [timeout: 90]),
-        ])
-      },
-      'camerad OS04C10': {
-        deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
-          step("build", "cd openpilot/system/manager && ./build.py"),
-          step("test pandad", "./openpilot/selfdrive/pandad/tests/test_pandad.py"),
-          step("test camerad", "./openpilot/system/camerad/test/test_camerad.py", [timeout: 90]),
-        ])
-      },
-      'sensord': {
-        deviceStage("LSM + MMC", "tizi-lsmc", ["UNSAFE=1"], [
-          step("build", "cd openpilot/system/manager && ./build.py"),
-          step("test sensord", "./openpilot/system/sensord/tests/test_sensord.py"),
-        ])
-      },
-      'replay': {
-        deviceStage("model-replay", "tizi-replay", ["UNSAFE=1"], [
-          step("build", "cd openpilot/system/manager && ./build.py", [diffPaths: ["openpilot/selfdrive/modeld/", "tinygrad_repo", "openpilot/selfdrive/test/process_replay/model_replay.py"]]),
-          step("model replay", "openpilot/selfdrive/test/process_replay/model_replay.py", [diffPaths: ["openpilot/selfdrive/modeld/", "tinygrad_repo", "openpilot/selfdrive/test/process_replay/model_replay.py"]]),
-        ])
-      },
-      'tizi': {
-        deviceStage("tizi", "tizi", ["UNSAFE=1"], [
-          step("build openpilot", "cd openpilot/system/manager && ./build.py"),
-          step("test pandad loopback", "./openpilot/selfdrive/pandad/tests/test_pandad_loopback.py"),
-          step("test pandad spi", "./openpilot/selfdrive/pandad/tests/test_pandad_spi.py"),
-          step("test amp", "./openpilot/common/hardware/comma/tests/test_amplifier.py"),
-        ])
-      },
-      'chestnut': {
-        chestnutStage()
-      },
-
-    )
-    }
-  } catch (Exception e) {
-    currentBuild.result = 'FAILED'
-    throw e
-  }
-}
@@ -0,0 +1,9 @@
+
+code_dir := $(shell pwd)
+
+# TODO: Add a global build system
+
+.PHONY: all
+all:
+	cd selfdrive && PYTHONPATH=$(code_dir) PREPAREONLY=1 ./manager.py
+
@@ -1,43 +1,193 @@
-# StarPilot
+Welcome to openpilot
+======

-StarPilot is an independent fork of [openpilot](https://github.com/commaai/openpilot), with custom driving controls, vehicle integrations, raylib interfaces for comma 3 and comma four, and the Galaxy companion interface.
+[openpilot](http://github.com/commaai/openpilot) is an open source driving agent.

-**Domathon is the development branch for StarPilot 7.0.** It rebuilds StarPilot on a current openpilot foundation. Feature migration and vehicle qualification are still in progress; this branch is not a completed replacement for the existing Dom release.
+Currently it performs the functions of Adaptive Cruise Control (ACC) and Lane Keeping Assist System (LKAS) for Hondas, Acuras and Toyotas. It's about on par with Tesla Autopilot at launch, and better than [all other manufacturers](http://www.thedrive.com/tech/5707/the-war-for-autonomous-driving-part-iii-us-vs-germany-vs-japan).

-## Explore the project
+The openpilot codebase has been written to be concise and enable rapid prototyping. We look forward to your contributions - improving real vehicle automation has never been easier.

- [Developer commands](tools/STARPILOT_DEVELOPMENT.md): host tools, replay, and device builds.
- [Driving interfaces](openpilot/starpilot/ui/README.md) and [Galaxy](openpilot/starpilot/galaxy/README.md): native and companion controls.
- [Driving models](openpilot/starpilot/models/README.md): model management, artifact compatibility, and Model Laboratory status.
- [Builds and developer tools](docs/how-to/laptop-device-build.md): local development and device builds.
- [Dependency maintenance](tools/vendor/README.md): tracked source folders and upstream sync records.
+Here are [some](https://www.youtube.com/watch?v=9OwTJFuDI7g) [videos](https://www.youtube.com/watch?v=64Wvt5pYQmE) [of](https://www.youtube.com/watch?v=6IW7Nejsr3A) [it](https://www.youtube.com/watch?v=-VN1YcC83nA) [running](https://www.youtube.com/watch?v=EQJZvVeihZk). And a really cool [tutorial](https://www.youtube.com/watch?v=PwOnsT2UW5o).

-## Development
+Community
+------

-Dependencies are included as ordinary source folders. No recursive submodule checkout is needed. [upstream-sync.json](upstream-sync.json) records the openpilot baseline and the source revisions used for vendored dependencies.
+openpilot is supported by [comma.ai](https://comma.ai/)

-The familiar development entry points are retained:
+We have a [Twitter you should follow](https://twitter.com/comma_ai).

-| Command | Purpose |
-| --- | --- |
-| `./build` | Build the device software using the matching AGNOS environment |
-| `./build --panda` | Build the supported Panda firmware targets |
-| `./c3` | Open the comma 3 interface on a development host |
-| `./c4` | Open the comma four interface on a development host |
-| `./onroad` | Open the onroad development view |
-| `./dev` | Use the isolated host development environment |
-| `./test` | Run local pre-push regression checks without changing device artifacts |
+Also, we have a 3500+ person [community on slack](https://slack.comma.ai).

-See the [build guide](docs/how-to/laptop-device-build.md) for setup, prerequisites, and target-specific behavior. The [UI guide](openpilot/starpilot/ui/README.md) describes desktop previews and their limits.
+Hardware
+------

-## Testing and vehicle support
+Right now openpilot supports the [EON Dashcam DevKit](https://shop.comma.ai/products/eon-dashcam-devkit). We'd like to support other platforms as well.

-StarPilot retains upstream vehicle and Panda safety interfaces and adds regression coverage for its custom behavior. The [safety workflow](.github/workflows/safety.yaml) and feature tests cover distinct parts of the system. A passing interface test, model comparison, or bench run does not establish driving support for every configuration.
+Install openpilot on a neo device by entering ``https://openpilot.comma.ai`` during NEOS setup.

-Support depends on the vehicle configuration and enabled feature. An existing vehicle identifier or settings page does not by itself establish driving support. Model Laboratory currently exposes management controls, but paired driving inference remains unavailable pending integration and Chestnut validation.
+Supported Cars
+------

-## Upstream and attribution
+### Honda + Acura ###

-The current openpilot baseline is [`78dccf0b482ea1298fd1f6fa59b0554187b02ce6`](https://github.com/commaai/openpilot/commit/78dccf0b482ea1298fd1f6fa59b0554187b02ce6). Its history remains intact, followed by the StarPilot foundation and feature commits. Upstream development continues independently; the baseline changes only after an update has been integrated and checked.
+- Honda Accord 2018 with Honda Sensing (alpha!)
+  - Uses stock Honda Sensing for longitudinal control

-See [LICENSE](LICENSE), [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md), and [CREDITS.md](CREDITS.md) for licensing and source attribution. Component licenses remain with their source folders. StarPilot is maintained independently of comma.
+- Honda Civic 2016+ with Honda Sensing
+  - Due to limitations in steering firmware, steering is disabled below 12 mph
+  - Note that the hatchback model is not supported
+
+- Honda Civic Hatchback 2017+ with Honda Sensing (alpha!)
+  - Due to limitations in steering firmware, steering is disabled below 12 mph
+  - Uses stock Honda Sensing for longitudinal control
+
+- Honda CR-V 2017-2018 with Honda Sensing (alpha!)
+  - Due to limitations in steering firmware, steering is disabled below 12 mph
+  - Uses stock Honda Sensing for longitudinal control
+
+- Honda CR-V Touring 2015-2016
+  - Can only be enabled above 25 mph
+
+- Honda Odyssey 2018 with Honda Sensing (alpha!)
+  - Can only be enabled above 25 mph
+
+- Honda Pilot 2017 with Honda Sensing (alpha!)
+  - Can only be enabled above 27 mph
+
+- Honda Ridgeline 2017 with Honda Sensing (alpha!)
+  - Can only be enabled above 27 mph
+
+- Acura ILX 2016 with AcuraWatch Plus
+  - Due to use of the cruise control for gas, it can only be enabled above 25 mph
+
+- Acura RDX 2018 with AcuraWatch Plus (alpha!)
+  - Can only be enabled above 25 mph
+
+### Toyota + Lexus ###
+
+- Toyota RAV-4 2016+ non-hybrid with TSS-P
+  - By default it uses stock Toyota ACC for longitudinal control
+  - openpilot longitudinal control available after unplugging the [Driving Support ECU](https://community.comma.ai/wiki/index.php/Toyota#Rav4_.28for_openpilot.29) and can be enabled above 20 mph
+
+- Toyota Prius 2017+
+  - By default it uses stock Toyota ACC for longitudinal control
+  - openpilot longitudinal control available after unplugging the [Driving Support ECU](https://community.comma.ai/wiki/index.php/Toyota#Prius_.28for_openpilot.29)
+  - Lateral control needs improvements
+
+- Toyota RAV-4 2017+ hybrid
+  - By default it uses stock Toyota ACC for longitudinal control
+  - openpilot longitudinal control available after unplugging the [Driving Support ECU](https://community.comma.ai/wiki/index.php/Toyota#Rav4_.28for_openpilot.29) and can do stop and go
+
+- Toyota Corolla 2017+
+  - By default it uses stock Toyota ACC for longitudinal control
+  - openpilot longitudinal control available after unplugging the [Driving Support ECU](https://community.comma.ai/wiki/index.php/Toyota#Corolla_.28for_openpilot.29) and can be enabled above 20 mph
+
+- Lexus RX 2017+ hybrid (alpha!)
+  - By default it uses stock Lexus ACC for longitudinal control
+  - openpilot longitudinal control available after unplugging the [Driving Support ECU](https://community.comma.ai/wiki/index.php/Toyota#Lexus_RX_hybrid)
+
+### GM (Chevrolet + Cadillac) ###
+
+- Chevrolet Volt Premier 2017+
+  - Driver Confidence II package (adaptive cruise control) required
+  - Can only be enabled above 18 mph
+  - Read the [installation guide](https://www.zoneos.com/volt.htm)
+
+- Cadillac CT6
+  - Uses stock ACC for longitudinal control
+  - Requires multiple panda for proxying the ASCMs
+
+In Progress Cars
+------
+- All TSS-P Toyota with Steering Assist.
+  - 'Full Speed Range Dynamic Radar Cruise Control' is required to enable stop-and-go. Only the Prius, Camry and C-HR have this option.
+  - Even though the Tundra, Sequoia and the Land Cruiser have TSS-P, they don't have Steering Assist and are not supported.
+- All LSS-P Lexus with Steering Assist or Lane Keep Assist.
+  - 'All-Speed Range Dynamic Radar Cruise Control' is required to enable stop-and-go. Only the GS, GSH, GS, F, RX, RXH, LX, NX, NXH, LC, LCH, LS, LSH have this option.
+  - Even though the LX have TSS-P, it does not have Steering Assist and is not supported.
+
+Community Maintained Cars
+------
+
+- [Classic Tesla Model S (pre-AP)](https://github.com/commaai/openpilot/pull/246)
+
+How can I add support for my car?
+------
+
+If your car has adaptive cruise control and lane keep assist, you are in luck. Using a [panda](https://panda.comma.ai) and [cabana](https://community.comma.ai/cabana/), you can understand how to make your car drive by wire.
+
+We've written a [porting guide](https://medium.com/@comma_ai/openpilot-port-guide-for-toyota-models-e5467f4b5fe6) for Toyota that might help you after you have the basics figured out.
+
+Sadly, BMW, Audi, Volvo, and Mercedes all use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) and are unlikely to be supported any time soon. We also put time into a Ford port, but the steering has a 10 second cutout limitation that makes it unusable.
+
+Directory structure
+------
+
+- cereal        -- The messaging spec used for all logs on the phone
+- common        -- Library like functionality we've developed here
+- opendbc       -- Files showing how to interpret data from cars
+- panda         -- Code used to communicate on CAN and LIN
+- phonelibs     -- Libraries used on the phone
+- selfdrive     -- Code needed to drive the car
+  - assets        -- Fonts for ui
+  - boardd        -- Daemon to talk to the board
+  - car           -- Code that talks to the car and implements CarInterface
+  - common        -- Shared C/C++ code for the daemons
+  - controls      -- Python controls (PID loops etc) for the car
+  - debug         -- Tools to help you debug and do car ports
+  - logcatd       -- Android logcat as a service
+  - loggerd       -- Logger and uploader of car data
+  - orbd          -- Service generating ORB features from road camera
+  - proclogd      -- Logs information from proc
+  - sensord       -- IMU / GPS interface code
+  - test/plant    -- Car simulator running code through virtual maneuvers
+  - ui            -- The UI
+  - visiond       -- embedded vision pipeline
+
+To understand how the services interact, see `selfdrive/service_list.yaml`
+
+Testing on PC
+------
+
+There is rudimentary infrastructure to run a basic simulation and generate a report of openpilot's behavior in different scenarios.
+
+```bash
+# Requires working docker
+./run_docker_tests.sh
+```
+
+The results are written to `selfdrive/test/plant/out/index.html`
+
+More extensive testing infrastructure and simulation environments are coming soon.
+
+User Data / chffr Account / Crash Reporting
+------
+
+By default openpilot creates an account and includes a client for chffr, our dashcam app. We use your data to train better models and improve openpilot for everyone.
+
+It's open source software, so you are free to disable it if you wish.
+
+It logs the road facing camera, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
+It does not log the user facing camera or the microphone.
+
+By using it, you agree to [our privacy policy](https://beta.comma.ai/privacy.html). 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.ai. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma.ai for the use of this data.
+
+Contributing
+------
+
+We welcome both pull requests and issues on
+[github](http://github.com/commaai/openpilot). See the TODO file for a list of
+good places to start.
+
+Want to get paid to work on openpilot? [comma.ai is hiring](http://comma.ai/positions.html)
+
+Licensing
+------
+
+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.**
@@ -0,0 +1,36 @@
+Welcome to chffrplus
+======
+
+[chffrplus](https://github.com/commaai/chffrplus) is an open source dashcam.
+
+This is the shipping reference software for the comma EON Dashcam DevKit. It keeps many of the niceities of [openpilot](https://github.com/commaai/openpilot), like high quality sensors, great camera, and good autostart and stop. Though unlike openpilot, it cannot control your car. chffrplus can interface with your car through a [panda](https://shop.comma.ai/products/panda-obd-ii-dongle), but just like our dashcam app [chffr](https://getchffr.com/), it is read only.
+
+It integrates with the rest of the comma ecosystem, so you can view your drives on the [chffr](https://getchffr.com/) app for Android or iOS, and reverse engineer your car with [cabana](https://community.comma.ai/cabana/?demo=1).
+
+
+Hardware
+------
+
+Right now chffrplus supports the [EON Dashcam DevKit](https://shop.comma.ai/products/eon-dashcam-devkit) for hardware to run on.
+
+Install chffrplus on a EON device by entering ``https://chffrplus.comma.ai`` during NEOS setup.
+
+
+User Data / chffr Account / Crash Reporting
+------
+
+By default chffrplus creates an account and includes a client for chffr, our dashcam app.
+
+It's open source software, so you are free to disable it if you wish. 
+
+It logs the road facing camera, CAN, GPS, IMU, magnetometer, thermal sensors, crashes, and operating system logs.
+It does not log the user facing camera or the microphone.
+
+By using it, you agree to [our privacy policy](https://beta.comma.ai/privacy.html). 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.ai. By accepting this agreement, you grant an irrevocable, perpetual, worldwide right to comma.ai for the use of this data.
+
+
+Licensing
+------
+
+chffrplus is released under the MIT license.
+
@@ -0,0 +1,73 @@
+openpilot Safety
+======
+
+openpilot is an Adaptive Cruise Control (ACC) and Lane Keeping Assist (LKA) system. 
+Like other ACC and LKA systems, openpilot requires the driver to be alert and to 
+pay attention at all times. We repeat, **driver alertness is necessary, but not 
+sufficient, for openpilot to be used safely**.
+
+Even with an attentive driver, we must make further efforts for the system to be
+safe. We have designed openpilot with two other safety considerations.
+
+1. The driver must always be capable to immediately retake manual control of the vehicle, 
+   by stepping on either pedal or by pressing the cancel button.
+2. The vehicle must not alter its trajectory too quickly for the driver to safely
+   react. This means that while the system is engaged, the actuators are constrained
+   to operate within reasonable limits.
+
+Following are details of the car specific safety implementations:
+
+Honda/Acura
+------
+
+  - While the system is engaged, gas, brake and steer limits are subject to the same limits used by
+    the stock system.
+
+  - Without an interceptor, the gas is controlled by the Powertrain Control Module (PCM). 
+    The PCM limits acceleration to what is reasonable for a cruise control system.  With an
+    interceptor, the gas is clipped to 60%.
+
+  - The brake is controlled by the 0x1FA CAN message. This message allows full
+    braking, although the board and the software clip it to 1/4th of the max.
+    This is around .3g of braking.
+
+  - Steering is controlled by the 0xE4 CAN message. The Electronic Power Steering (EPS) 
+    controller in the car limits the torque to a very small amount, so regardless of the 
+    message, the controller cannot jerk the wheel.
+
+  - Brake and gas pedal pressed signals are contained in the 0x17C CAN message. A rising edge of
+    either signal triggers a disengagement, which is enforced by the board and in software. The
+    green led on the board signifies if the board is allowing control messages.
+
+  - Honda CAN uses both a counter and a checksum to ensure integrity and prevent
+    replay of the same message.
+
+Toyota/Lexus
+------
+
+  - While the system is engaged, gas, brake and steer limits are subject to the same limits used by
+    the stock system.
+
+  - With the stock Driving Support Unit (DSU) enabled, the acceleration is controlled 
+    by the stock system and is subject to the stock adaptive cruise control limits. Without the
+    stock DSU connected, the acceleration command is controlled by the 0x343 CAN message and its
+    value is limited by the board and the software to between .3g of deceleration and .15g of
+    acceleration. The acceleration command is ignored by the Engine Control Module (ECM) while the
+    cruise control system is disengaged.
+
+  - Steering torque is controlled through the 0x2E4 CAN message and it's limited by the board and in
+    software to a value of -1500 and 1500. In addition, the vehicle EPS unit will not respond to
+    commands outside these limits.  A steering torque rate limit is enforced by the board and in
+    software so that the commanded steering torque must rise from 0 to max value no faster than
+    1.5s. Commanded steering torque is limited by the board and in software to be no more than 350
+    units above the actual EPS generated motor torque to ensure limited differences between
+    commanded and actual torques.
+
+  - Brake and gas pedal pressed signals are contained in the 0x224 and 0x1D2 CAN messages,
+    respectively. A rising edge of either signal triggers a disengagement, which is enforced by the
+    board and in software. Additionally, the cruise control system disengages on the rising edge of
+    the brake pedal pressed signal.
+
+  - The cruise control system state is contained in the 0x1D2 message. No control messages are
+    allowed if the cruise control system is not active. This is enforced by the software and the
+    board. The green led on the board signifies if the board is allowing control messages.
@@ -1,407 +0,0 @@
-import os
-import subprocess
-import sys
-import sysconfig
-import platform
-import shlex
-import importlib
-import re
-import stat
-import numpy as np
-
-import SCons.Errors
-from SCons.Defaults import _stripixes
-
-COMMA_HARDWARE = os.path.isfile('/AGNOS')
-
-SCons.Warnings.warningAsException(True)
-
-Decider('MD5-timestamp')
-
-SetOption('num_jobs', max(1, int(os.cpu_count()/(1 if "CI" in os.environ else 2))))
-
-AddOption('--ccflags', action='store', type='string', default='', help='pass arbitrary flags over the command line')
-AddOption('--verbose', action='store_true', default=False, help='show full build commands')
-release = os.path.exists(File('#git_src_commit').abspath)  # written by release packaging
-AddOption('--minimal',
-          action='store_false',
-          dest='extras',
-          default=(not COMMA_HARDWARE and not release),
-          help='the minimum build to run openpilot. no tests, tools, etc.')
-
-dependency_python_paths = [
-  Dir("#").abspath,
-  Dir("#msgq_repo").abspath,
-  Dir("#opendbc_repo").abspath,
-  Dir("#rednose_repo").abspath,
-  Dir("#teleoprtc_repo").abspath,
-  Dir("#tinygrad_repo").abspath,
-]
-for p in reversed(dependency_python_paths):
-  if p not in sys.path:
-    sys.path.insert(0, p)
-
-if external_pythonpath := os.environ.get("PYTHONPATH"):
-  dependency_python_paths += [p for p in external_pythonpath.split(os.pathsep) if p and p not in dependency_python_paths]
-
-# Detect platform
-arch = subprocess.check_output(["uname", "-m"], encoding='utf8').rstrip()
-if platform.system() == "Darwin":
-  arch = "Darwin"
-elif arch == "aarch64" and COMMA_HARDWARE:
-  arch = "comma_arm64"
-assert arch in [
-  "comma_arm64",  # linux comma hardware (AGNOS) arm64
-  "aarch64",      # linux pc arm64
-  "x86_64",       # linux pc x64
-  "Darwin",       # macOS arm64 (x86 not supported)
-]
-
-pkg_names = ['acados', 'capnproto', 'ffmpeg', 'json11', 'ncurses', 'zeromq', 'zstd']
-if arch != 'Darwin':
-  pkg_names.append('libusb')
-pkgs = [importlib.import_module(name) for name in pkg_names]
-acados = pkgs[pkg_names.index('acados')]
-ffmpeg = pkgs[pkg_names.index('ffmpeg')]
-from tools.laptop_device_build.runtime_paths import runtime_library_path
-
-build_sysroot = os.environ.get("COMMA_BUILD_SYSROOT") if arch == "comma_arm64" else None
-ffmpeg_runtime_dir = runtime_library_path(ffmpeg.LIB_DIR, sys.prefix, "/usr/local/venv" if build_sysroot else None)
-# Shared package ships .so/.dylib; older device venvs still have static .a only.
-# Keep static link deps (x264/z/va/drm) when the installed package is static so
-# COMMA_HARDWARE CI works without upgrading the device venv yet.
-# TODO: drop the static fallback once device venvs have comma-deps-ffmpeg>=7.1.0.post94
-_ffmpeg_lib_names = os.listdir(ffmpeg.LIB_DIR) if os.path.isdir(ffmpeg.LIB_DIR) else []
-ffmpeg_shared = any(
-  n.startswith('libavcodec.so') or (n.startswith('libavcodec') and n.endswith('.dylib'))
-  for n in _ffmpeg_lib_names
-)
-ffmpeg_libs = ['avformat', 'avcodec', 'swresample', 'avutil']
-if not ffmpeg_shared:
-  ffmpeg_libs += ['x264', 'z']
-  if arch != "Darwin":
-    ffmpeg_libs += ['va', 'va-drm', 'drm']
-acados_include_dirs = [
-  acados.INCLUDE_DIR,
-  os.path.join(acados.INCLUDE_DIR, "blasfeo", "include"),
-  os.path.join(acados.INCLUDE_DIR, "hpipm", "include"),
-]
-
-
-# ***** enforce a whitelist of system libraries *****
-# this prevents silently relying on a 3rd party package,
-# e.g. apt-installed libusb. all libraries should either
-# be distributed with all Linux distros and macOS, or
-# vendored in commaai/dependencies.
-allowed_system_libs = {
-  "EGL", "GLESv2", "GL",
-  "dl", "drm", "gbm", "m", "pthread",
-}
-
-def _resolve_lib(env, name):
-  for d in env.Flatten(env.get('LIBPATH', [])):
-    p = Dir(str(d)).abspath
-    for ext in ('.a', '.so', '.dylib'):
-      f = File(os.path.join(p, f'lib{name}{ext}'))
-      if f.exists() or f.has_builder():
-        return name
-  if name in allowed_system_libs:
-    return name
-  raise SCons.Errors.UserError(f"Unexpected non-vendored library '{name}'")
-
-def _libflags(target, source, env, for_signature):
-  libs = []
-  lp = env.subst('$LIBLITERALPREFIX')
-  for lib in env.Flatten(env.get('LIBS', [])):
-    if isinstance(lib, str):
-      if os.sep in lib or lib.startswith('#'):
-        libs.append(File(lib))
-      elif lib.startswith('-') or (lp and lib.startswith(lp)):
-        libs.append(lib)
-      else:
-        libs.append(_resolve_lib(env, lib))
-    else:
-      libs.append(lib)
-  return _stripixes(env['LIBLINKPREFIX'], libs, env['LIBLINKSUFFIX'],
-                    env['LIBPREFIXES'], env['LIBSUFFIXES'], env, env['LIBLITERALPREFIX'])
-
-env = Environment(
-  ENV={
-    "PATH": os.environ['PATH'],
-    "PYTHONPATH": os.pathsep.join(dependency_python_paths),
-    "ACADOS_SOURCE_DIR": acados.DIR,
-    "ACADOS_PYTHON_INTERFACE_PATH": acados.TEMPLATE_DIR,
-    "TERA_PATH": acados.TERA_PATH
-  },
-  CCFLAGS=[
-    "-g",
-    "-fPIC",
-    "-pipe",
-    "-O2",
-    "-Wunused",
-    "-Werror",
-    "-Wshadow" if arch in ("Darwin", "comma_arm64") else "-Wshadow=local",
-    "-Wno-unknown-warning-option",
-    "-Wno-inconsistent-missing-override",
-    "-Wno-c99-designator",
-    "-Wno-reorder-init-list",
-    "-Wno-vla-cxx-extension",
-  ],
-  CFLAGS=["-std=gnu11"],
-  CXXFLAGS=["-std=c++1z"],
-  CPPPATH=[
-    "#openpilot",
-    "#msgq_repo",            # #include "msgq/..."
-    "#opendbc_repo",         # #include "opendbc/..."
-    "#rednose_repo",         # #include "rednose/..."
-    "#rednose_repo/rednose", # #include "logger/..." (rednose package root)
-    "#openpilot/cereal/gen/cpp",
-    acados_include_dirs,
-    [x.INCLUDE_DIR for x in pkgs],
-    "#",
-  ],
-  LIBPATH=[
-    "#openpilot/common",
-    "#msgq_repo",
-    "#openpilot/selfdrive/pandad",
-    "#rednose_repo/rednose/helpers",
-    [x.LIB_DIR for x in pkgs],
-  ],
-  RPATH=[ffmpeg_runtime_dir] if ffmpeg_shared else [],
-  CYTHONCFILESUFFIX=".cpp",
-  COMPILATIONDB_USE_ABSPATH=True,
-  REDNOSE_ROOT="#rednose_repo",
-  tools=["default", "cython", "compilation_db", "rednose_filter"],
-  toolpath=["#msgq_repo/site_scons/site_tools", "#rednose_repo/site_scons/site_tools"],
-)
-# SCons' Darwin linker tool doesn't define the variables used to expand RPATH.
-if arch == "Darwin":
-  env["RPATHPREFIX"] = "-Wl,-rpath,"
-  env["RPATHSUFFIX"] = ""
-  env["_RPATH"] = "${_concat(RPATHPREFIX, RPATH, RPATHSUFFIX, __env__)}"
-if arch != "comma_arm64":
-  env['_LIBFLAGS'] = _libflags
-
-# Arch-specific flags and paths
-if arch == "comma_arm64":
-  env["CC"] = "clang"
-  env["CXX"] = "clang++"
-  env.Append(LIBPATH=[
-    "/usr/lib/aarch64-linux-gnu",
-  ])
-  arch_flags = ["-D__COMMA_HARDWARE__", "-mcpu=cortex-a57"]
-  env.Append(CCFLAGS=arch_flags)
-  env.Append(CXXFLAGS=arch_flags)
-  if build_sysroot:
-    if not all(os.path.isdir(os.path.join(build_sysroot, part)) for part in ("usr/include", "usr/lib/aarch64-linux-gnu", "lib/aarch64-linux-gnu")):
-      raise SCons.Errors.UserError(f"Incomplete COMMA_BUILD_SYSROOT: {build_sysroot}")
-    # Clang's --sysroot controls the standard headers and linker startup/libs;
-    # explicit SCons paths make device libraries win over container libraries.
-    env.Prepend(CPPPATH=[os.path.join(build_sysroot, part) for part in ("usr/local/include", "usr/include")])
-    env.Prepend(LIBPATH=[os.path.join(build_sysroot, part) for part in ("usr/local/lib", "usr/lib/aarch64-linux-gnu", "lib/aarch64-linux-gnu")])
-    env.Append(CCFLAGS=[f"--sysroot={build_sysroot}"])
-    env.Append(LINKFLAGS=[f"--sysroot={build_sysroot}"])
-elif arch == "Darwin":
-  env.Append(LIBPATH=[
-    "/System/Library/Frameworks/OpenGL.framework/Libraries",
-  ])
-  env.Append(CCFLAGS=["-DGL_SILENCE_DEPRECATION"])
-  env.Append(CXXFLAGS=["-DGL_SILENCE_DEPRECATION"])
-
-_extra_cc = shlex.split(GetOption('ccflags') or '')
-if _extra_cc:
-  env.Append(CCFLAGS=_extra_cc)
-
-# no --as-needed on mac linker
-if arch != "Darwin":
-  env.Append(LINKFLAGS=["-Wl,--as-needed", "-Wl,--no-undefined"])
-
-# Shorter build output: show brief descriptions instead of full commands.
-# Full command lines are still printed on failure by scons.
-if not GetOption('verbose'):
-  for action, short in (
-    ("CC",     "CC"),
-    ("CXX",    "CXX"),
-    ("LINK",   "LINK"),
-    ("SHCC",   "CC"),
-    ("SHCXX",  "CXX"),
-    ("SHLINK", "LINK"),
-    ("AR",     "AR"),
-    ("RANLIB", "RANLIB"),
-    ("AS",     "AS"),
-  ):
-    env[f"{action}COMSTR"] = f"  [{short}] $TARGET"
-
-# ********** Cython build environment **********
-envCython = env.Clone()
-envCython["CPPPATH"] += [sysconfig.get_paths()['include'], np.get_include()]
-envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-cpp", "-Wno-shadow", "-Wno-deprecated-declarations"]
-envCython["CCFLAGS"].remove("-Werror")
-
-envCython["LIBS"] = []
-if arch == "Darwin":
-  envCython["LINKFLAGS"] = env["LINKFLAGS"] + ["-bundle", "-undefined", "dynamic_lookup"]
-else:
-  envCython["LINKFLAGS"] = ["-pthread", "-shared"]
-  if build_sysroot:
-    envCython.Append(LINKFLAGS=[f"--sysroot={build_sysroot}"])
-
-np_version = SCons.Script.Value(np.__version__)
-Export('envCython', 'np_version')
-
-Export('env', 'arch', 'acados', 'ffmpeg_libs')
-
-# Setup cache dir
-cache_dir = os.environ.get('SCONS_CACHE', '/data/scons_cache' if arch == "comma_arm64" else '/tmp/scons_cache')
-cache_size_limit = 4e9 if "CI" in os.environ else 2e9
-CacheDir(cache_dir)
-Clean(["."], cache_dir)
-
-def prune_cache_dir(target=None, source=None, env=None):
-  cache_files = []
-  cache_root = os.path.normpath(cache_dir)
-  for root, _, files in os.walk(cache_root):
-    shard = os.path.basename(root)
-    if os.path.dirname(root) != cache_root or re.fullmatch(r'[0-9A-Fa-f]{2}', shard) is None:
-      continue
-    for name in files:
-      if re.fullmatch(r'(?:[0-9a-f]{32}|[0-9a-f]{64})', name) is None or name[:2].lower() != shard.lower():
-        continue
-      path = os.path.join(root, name)
-      try:
-        info = os.stat(path, follow_symlinks=False)
-      except FileNotFoundError:
-        continue
-      if stat.S_ISREG(info.st_mode):
-        cache_files.append((info.st_mtime, info.st_size, path))
-  cache_files.sort()
-  cache_size = sum(size for _, size, _ in cache_files)
-  for _, size, path in cache_files:
-    if cache_size < cache_size_limit:
-      break
-    try:
-      os.unlink(path)
-    except FileNotFoundError:
-      pass
-    cache_size -= size
-
-# ********** start building stuff **********
-
-SConscript(['opendbc_repo/opendbc/can/SConscript'])
-
-# Build common module
-SConscript(['openpilot/common/SConscript'])
-Import('_common')
-common = [_common, 'json11', 'zmq']
-Export('common')
-
-# Build messaging (cereal + msgq + socketmaster + their dependencies)
-# Enable swaglog include in dependency sources
-env_swaglog = env.Clone()
-env_swaglog['CXXFLAGS'].append('-DSWAGLOG="\\"common/swaglog.h\\""')
-SConscript(['msgq_repo/SConscript'], exports={'env': env_swaglog})
-
-SConscript(['openpilot/cereal/SConscript'])
-
-Import('socketmaster', 'msgq')
-messaging = [socketmaster, msgq, 'capnp', 'kj',]
-Export('messaging')
-
-
-# Build dependency sources
-SConscript(['panda/SConscript'])
-
-# Build rednose library
-SConscript(['rednose_repo/rednose/SConscript'])
-
-# Build system services
-SConscript([
-  'openpilot/system/loggerd/SConscript',
-])
-
-if arch == "comma_arm64":
-  SConscript(['openpilot/system/camerad/SConscript'])
-  SConscript(['openpilot/starpilot/system/android_auto/SConscript'])
-
-# Build selfdrive
-SConscript([
-  'openpilot/selfdrive/pandad/SConscript',
-  'openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/SConscript',
-  'openpilot/selfdrive/locationd/SConscript',
-  'openpilot/selfdrive/modeld/SConscript',
-  'openpilot/selfdrive/ui/SConscript',
-  'openpilot/starpilot/audio/native/SConscript',
-])
-
-# Replay is also the isolated on-device viewer engine.
-if GetOption('extras') or arch == "comma_arm64":
-  SConscript(['openpilot/tools/replay/SConscript'])
-
-# Build desktop-only tools
-if GetOption('extras') and arch != "comma_arm64":
-  SConscript([
-    'openpilot/tools/cabana/SConscript',
-    'openpilot/tools/jotpluggler/SConscript',
-  ])
-
-
-env.CompilationDatabase('compile_commands.json')
-
-# progress output
-def count_scons_nodes(nodes):
-  seen = set()
-  stack = list(nodes)
-
-  while stack:
-    node = stack.pop().disambiguate()
-    if node in seen:
-      continue
-    seen.add(node)
-    executor = node.get_executor()
-    if executor is not None:
-      stack += executor.get_all_prerequisites() + executor.get_all_children()
-
-  return len(seen)
-
-progress_interval = 5
-progress_count = 0
-progress_total = max(1, count_scons_nodes(env.arg2nodes(BUILD_TARGETS or [Dir('.')], env.fs.Entry)))
-
-def progress_function(node):
-  global progress_count
-  if progress_count >= progress_total:
-    return
-  progress_count = min(progress_count + progress_interval, progress_total)
-  progress = round(100. * progress_count / progress_total, 1)
-  sys.stderr.write("\rBuilding: %5.1f%%" % progress if sys.stderr.isatty() else "progress: %.1f\n" % progress)
-  if progress == 100. and sys.stderr.isatty():
-    sys.stderr.write("\n")
-  sys.stderr.flush()
-
-Progress(progress_function, interval=progress_interval)
-AddPostAction(BUILD_TARGETS or [Dir('.')], prune_cache_dir)
-
-# Release CI rebuilds tracked device outputs for the host architecture.
-if manifest_path := os.environ.get("STARPILOT_CI_BUILD_MANIFEST"):
-  from tools.release.build_manifest import capture
-  manifest_nodes = env.arg2nodes(BUILD_TARGETS or [Dir('.')], env.fs.Entry)
-  manifest_seen = set()
-  manifest_outputs = set()
-  while manifest_nodes:
-    manifest_node = manifest_nodes.pop().disambiguate()
-    if manifest_node in manifest_seen:
-      continue
-    manifest_seen.add(manifest_node)
-    manifest_executor = manifest_node.get_executor()
-    if manifest_executor is not None:
-      manifest_nodes += manifest_executor.get_all_prerequisites() + manifest_executor.get_all_children()
-      for target in manifest_executor.get_all_targets():
-        if target.is_derived() and hasattr(target, 'abspath'):
-          relative = os.path.relpath(target.abspath, Dir('#').abspath)
-          if not relative.startswith('../'):
-            manifest_outputs.add(relative)
-  capture(Dir('#').abspath, manifest_path, manifest_outputs,
-          {'arch': arch, 'targets': list(BUILD_TARGETS), 'extras': GetOption('extras'),
-           'ccflags': GetOption('ccflags'), 'release': release, 'arguments': dict(ARGUMENTS),
-           'toolchain': {key: str(env.get(key, '')) for key in
-                         ('CC', 'CXX', 'CCFLAGS', 'CFLAGS', 'CXXFLAGS', 'LINKFLAGS')}})
@@ -1,5 +0,0 @@
-# Security Policy
-
-## Reporting a Vulnerability
-
-Suspected vulnerabilities can be reported to both `adeeb@comma.ai` and `security@comma.ai`.
@@ -1,114 +0,0 @@
-# Third-party notices
-
-## Jetlink
-
-Jetlink's comma client is copyright (c) 2026 Zeph Leggett and distributed under the MIT License. Its complete license and permission notice are retained in [jetlink_repo/LICENSE](jetlink_repo/LICENSE); source and revision are recorded in [CREDITS.md](CREDITS.md#jetlink-external-inference) and `upstream-sync.json`.
-
-## MRR35 Hyundai angle and radar
-
-The MRR35 radar generator and related Hyundai angle integration derive from the frozen StarPilot snapshot `678af783`, with relevant sunnypilot/opendbc angle-branch ancestry at `cc4b08625a98e94b318cab15e45e05dad58042bd`. Both upstream `LICENSE` and `LICENSE.md` were published for that source. Their scope is not unambiguous, so both applicable notices and the extension-file attribution are retained here without choosing between them. See [CREDITS.md](CREDITS.md) for the narrow source map.
-
-### Upstream `opendbc` `LICENSE` notice (MIT)
-
-Copyright (c) 2020, Comma.ai, Inc.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
-associated documentation files (the "Software"), to deal in the Software without restriction,
-including without limitation the rights to use, copy, modify, merge, publish, distribute,
-sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all copies or
-substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
-NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
-NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT
-OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-
-### Upstream extension file notice
-
-> Copyright (c) 2021-, Haibin Wen, sunnypilot, and a number of other contributors.
->
-> This file is part of sunnypilot and is licensed under the MIT License.
-> See the LICENSE.md file in the root directory for more details.
-
-### Upstream `LICENSE.md` notice (published as “Custom MIT License”)
-
-The following notice is reproduced verbatim from the reference branch:
-
-> # Custom MIT License
->
-> Copyright (c) 2024, Haibin Wen, SUNNYPILOT LLC
->
-> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to view and modify the Software, subject to the following conditions:
->
-> 1. **Permission Required**: Permission Required for Commercial, For-Profit, or Closed Source Use: Use of the Software, in whole or in part, for any commercial purposes, for-profit projects, or in closed source projects requires explicit written permission from the original author(s).
->
-> 2. **Redistribution**: Any redistribution of the Software, modified or unmodified, must retain this license notice and the following acknowledgment:
->    "This software is licensed under a custom license requiring permission for use."
->
-> 3. **Visibility**: Any project that uses the Software must visibly mention the following acknowledgment:
->    "This project uses software from Haibin Wen and SUNNYPILOT LLC and is licensed under a custom license requiring permission for use."
->
-> 4. **No Warranty**: THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
->
-> Contact sunnypilot Support <support@sunnypilot.ai> for permission requests.
->
-> ---
->
-> Haibin Wen, SUNNYPILOT LLC
-
-Required upstream acknowledgments:
-
-> This software is licensed under a custom license requiring permission for use.
->
-> This project uses software from Haibin Wen and SUNNYPILOT LLC and is licensed under a custom license requiring permission for use.
-
-For commercial, for-profit, or closed-source use, consult the upstream notice and obtain any
-permission it requires. The upstream repository's simultaneous publication of two differently
-scoped notices should be clarified with the relevant copyright holders before relying on one to
-the exclusion of the other.
-
-## BluePilot Ford support
-
-The Ford lateral strategies, CAN constructors, camera-radar filtering and native checks include work adapted from BluePilot's `bp-7.0` source, through StarPilot `2efe6017bfe14cee4807833e05f9a7f6ba255cdb`. See [CREDITS.md](CREDITS.md#ford-support-adapted-from-bluepilot) for contributors and source revisions. The upstream extension-file and `LICENSE.md` notices reproduced above also apply to the Ford extension sources; they are retained without resolving the difference between their published license descriptions.
-
-## Optional BluePilot angle library adapter
-
-The angle-only adapter in `opendbc_repo/opendbc/bluepilot_lateral` is sourced directly from BluePilot bp-7.0 commit e1d051d7ba270261b4455068bd68f1a58db15a4a. The complete upstream MIT notice is retained in that folder's `LICENSE`, and the simultaneously published Custom MIT notice is retained verbatim in `LICENSE.md`. The applicable SUNNYPILOT acknowledgments reproduced above are also retained in its `CREDITS.md`. This preserves the published terms without resolving their scope or representing the adapted extension as unambiguously plain MIT.
-
-The optional, default-disabled angle lane-centering trim additionally derives from
-BluePilot bp-dev e22afa6be9b881fa784c92ebb316db47728a3d81. Its exact source and
-contributors are recorded in the library CREDITS.md; the same root/opendbc MIT
-and Custom MIT notices coexist unchanged at that revision. This adds attribution,
-not a license-scope decision or permission grant.
-
-## Continental ARS510 radar
-
-The optional RAV4 radar decoders and `toyota_tss2_ars510.dbc` are adapted from
-<https://github.com/ds-sebastian/ars510-radar> at
-`fb5b29c2b5999f34afeb6f7ac494a73949d66c67`.
-
-MIT License
-
-Copyright (c) 2026 ARS510 radar contributors
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
@@ -0,0 +1,2 @@
+src/*
+out/*
@@ -0,0 +1,122 @@
+#!/usr/bin/env python2.7
+
+import os
+import sys
+import glob
+import shutil
+import urllib2
+import hashlib
+import subprocess
+
+
+EXTERNAL_PATH = os.path.dirname(os.path.abspath(__file__))
+
+if os.path.exists("/init.qcom.rc"):
+  # android
+  APKPATCH = os.path.join(EXTERNAL_PATH, 'tools/apkpatch_android')
+  SIGNAPK = os.path.join(EXTERNAL_PATH, 'tools/signapk_android')
+else:
+  APKPATCH = os.path.join(EXTERNAL_PATH, 'tools/apkpatch')
+  SIGNAPK = os.path.join(EXTERNAL_PATH, 'tools/signapk')
+
+APKS = {
+  'com.waze': {
+    'src': 'https://apkcache.s3.amazonaws.com/com.waze_1021278.apk',
+    'src_sha256': 'f00957e93e2389f9e30502ac54994b98ac769314b0963c263d4e8baa625ab0c2',
+    'patch': 'com.waze.apkpatch',
+    'out_sha256': 'fee880a91a44c738442cd05fd1b6d9b5817cbf755aa61c86325ada2bc443d5cf'
+  },
+  'com.spotify.music': {
+    'src': 'https://apkcache.s3.amazonaws.com/com.spotify.music_24382006.apk',
+    'src_sha256': '0610fea68ee7ba5f8e4e0732ad429d729dd6cbb8bc21222c4c99db6cb09fbff4',
+    'patch': 'com.spotify.music.apkpatch',
+    'out_sha256': '5a3d6f478c7e40403a98ccc8906d7e0ae12b06543b41f5df52149dd09c647c11'
+  },
+}
+
+def sha256_path(path):
+  with open(path, 'rb') as f:
+    return hashlib.sha256(f.read()).hexdigest()
+
+def remove(path):
+  try:
+    os.remove(path)
+  except OSError:
+    pass
+
+def process(download, patch):
+  # clean up any junk apks
+  for out_apk in glob.glob(os.path.join(EXTERNAL_PATH, 'out/*.apk')):
+    app = os.path.basename(out_apk)[:-4]
+    if app not in APKS:
+      print "remove junk", out_apk
+      remove(out_apk)
+
+  complete = True
+  for k,v in APKS.iteritems():
+    apk_path = os.path.join(EXTERNAL_PATH, 'out', k+'.apk')
+    print "checking", apk_path
+    if os.path.exists(apk_path) and sha256_path(apk_path) == v['out_sha256']:
+      # nothing to do
+      continue
+
+    complete = False
+
+    remove(apk_path)
+
+    src_path = os.path.join(EXTERNAL_PATH, 'src', v['src_sha256'])
+    if not os.path.exists(src_path) or sha256_path(src_path) != v['src_sha256']:
+      if not download:
+        continue
+
+      print "downloading", v['src'], "to", src_path
+      # download it
+      resp = urllib2.urlopen(v['src'])
+      data = resp.read()
+      with open(src_path, 'wb') as src_f:
+        src_f.write(data)
+
+      if sha256_path(src_path) != v['src_sha256']:
+        print "download was corrupted..."
+        continue
+
+    if not patch:
+      continue
+
+    # ignoring lots of TOCTTOU here...
+
+    apk_temp = "/tmp/"+k+".patched"
+    remove(apk_temp)
+    apk_temp2 = "/tmp/"+k+".signed"
+    remove(apk_temp2)
+
+    try:
+      print "patching", v['patch']
+      subprocess.check_call([APKPATCH, 'apply', src_path, apk_temp, os.path.join(EXTERNAL_PATH, v['patch'])])
+      print "signing", apk_temp
+      subprocess.check_call([SIGNAPK,
+        os.path.join(EXTERNAL_PATH, 'tools/certificate.pem'), os.path.join(EXTERNAL_PATH, 'tools/key.pk8'),
+        apk_temp, apk_temp2])
+
+      out_sha256 = sha256_path(apk_temp2) if os.path.exists(apk_temp2) else None
+
+      if out_sha256 == v['out_sha256']:
+        print "done", apk_path
+        shutil.move(apk_temp2, apk_path)
+      else:
+        print "patch was corrupted", apk_temp2, out_sha256
+    finally:
+      remove(apk_temp)
+      remove(apk_temp2)
+
+  return complete
+
+if __name__ == "__main__":
+  ret = True
+  if len(sys.argv) == 2 and sys.argv[1] == "download":
+    ret = process(True, False)
+  elif len(sys.argv) == 2 and sys.argv[1] == "patch":
+    ret = process(False, True)
+  else:
+    ret = process(True, True)
+  sys.exit(0 if ret else 1)
@@ -0,0 +1,7 @@
+#!/system/bin/sh
+
+DIR="$(cd "$(dirname "$0")" && pwd)"
+
+export LD_LIBRARY_PATH=/system/lib64
+export CLASSPATH="$DIR"/ApkPatch.android.jar
+exec app_process "$DIR" ApkPatch "$@"
@@ -0,0 +1,17 @@
+-----BEGIN CERTIFICATE-----
+MIICtTCCAh4CCQDm79UqF+Dc5zANBgkqhkiG9w0BAQUFADCBnjELMAkGA1UEBhMC
+SUQxEzARBgNVBAgTCkphd2EgQmFyYXQxEDAOBgNVBAcTB0JhbmR1bmcxEjAQBgNV
+BAoTCUxvbmRhdGlnYTETMBEGA1UECxMKQW5kcm9pZERldjEaMBgGA1UEAxMRTG9y
+ZW5zaXVzIFcuIEwuIFQxIzAhBgkqhkiG9w0BCQEWFGxvcmVuekBsb25kYXRpZ2Eu
+bmV0MB4XDTEwMDUwNTA5MjEzOFoXDTEzMDEyODA5MjEzOFowgZ4xCzAJBgNVBAYT
+AklEMRMwEQYDVQQIEwpKYXdhIEJhcmF0MRAwDgYDVQQHEwdCYW5kdW5nMRIwEAYD
+VQQKEwlMb25kYXRpZ2ExEzARBgNVBAsTCkFuZHJvaWREZXYxGjAYBgNVBAMTEUxv
+cmVuc2l1cyBXLiBMLiBUMSMwIQYJKoZIhvcNAQkBFhRsb3JlbnpAbG9uZGF0aWdh
+Lm5ldDCBnzANBgkqhkiG9w0BAQEFAAOBjQAwgYkCgYEAy2oWtbdVXMHGiS6cA3qi
+3VfZt5Vz9jTlux+TEcGx5h18ZKwclyo+z2B0L/p5bYdnrTdFEiD7IxvX+h3lu0JV
+B9rdXZdyrzXNOw5YFrsn2k7hKvB8KEBaga1gZEwodlc6N14H3FbZdZkIA9V716Pu
+e5CWBZ2VqU03lUJmKnpH8c8CAwEAATANBgkqhkiG9w0BAQUFAAOBgQBpNgXh8dw9
+uMjZxzLUXovV5ptHd61jAcZlQlffqPsz6/2QNfIShVdGH9jkm0IudfKkbvvOKive
+a77t9c4sDh2Sat2L/rx6BfTuS1+y9wFr1Ee8Rrr7wGHhRkx2qqGrXGVWqXn8aE3E
+P6e7BTPF0ibS+tG8cdDPEisqGFxw36nTNQ==
+-----END CERTIFICATE-----
@@ -0,0 +1,7 @@
+#!/system/bin/sh
+
+DIR="$(cd "$(dirname "$0")" && pwd)"
+
+export LD_LIBRARY_PATH=/system/lib64
+export CLASSPATH="$DIR"/signapk.android.jar
+exec app_process "$DIR" com.android.signapk.SignApk "$@"
@@ -1,156 +0,0 @@
-#!/usr/bin/env bash
-# Project build shortcuts. AGNOS builds natively; laptops use the ARM64 container.
-set -euo pipefail
-
-ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-if [[ "${1:-}" == -h || "${1:-}" == --help ]]; then
-  cat <<'EOF'
-Usage: ./build [jobs] [scons options]
-       ./build [--params] [--cereal] [--panda] [jobs] [scons options]
-       ./build --mapd
-       ./build --check-startup <Params root or namespace> <recovery storage>
-
-On AGNOS/aarch64, builds run natively. On laptops, builds use a Linux/ARM64 container.
--params builds libparams_c.so; --cereal builds cereal outputs; --panda
-builds signed panda (C3), panda_h7 and body_h7 firmware only. Numeric jobs become -jN.
-RELEASE and CERT are environment variables, not trailing SCons arguments:
-  RELEASE=1 CERT=/path/to/certificate ./build --panda 4
-CERT must name a readable certificate file. Omit RELEASE for DEBUG firmware.
--mapd explicitly packages the pinned offline Linux/ARM64 Go provider; it
-does not fetch map regions or participate in the default build.
-Run scripts/laptop_device_build.sh doctor to check local prerequisites.
-Full laptop builds require a source-matched QCOM artifact package in
-.cache/qcom-artifact-package; device builds still compile models natively.
--check-startup checks retained settings admission read-only using the local
-native developer runtime. Supply a matching Params namespace and recovery
-storage. A relocated copy can fail its path-bound profile marker.
-EOF
-  exit 0
-fi
-if [[ "${1:-}" == --check-startup ]]; then
-  if [[ $# -ne 3 ]]; then
-    echo "Usage: ./build --check-startup <Params root or namespace> <recovery storage>" >&2
-    exit 2
-  fi
-  exec "${ROOT_DIR}/dev" python "${ROOT_DIR}/tools/check_startup.py" "$2" "$3"
-fi
-for arg in "$@"; do
-  case "${arg}" in
-    RELEASE=*|CERT=*)
-      echo "ERROR: RELEASE and CERT must be environment variables, not SCons arguments." >&2
-      echo "Use: RELEASE=1 CERT=/path/to/certificate ./build --panda 4" >&2
-      exit 2
-      ;;
-  esac
-done
-
-build_helper="${ROOT_DIR}/scripts/laptop_device_build.sh"
-if [[ -f /AGNOS && "$(uname -s)" == Linux && "$(uname -m)" == aarch64 ]]; then
-  build_helper="${ROOT_DIR}/scripts/native_device_build.sh"
-fi
-if [[ $# -eq 1 && "$1" == --mapd ]]; then
-  exec "${ROOT_DIR}/scripts/build_mapd_provider.sh"
-fi
-if [[ $# -gt 0 ]]; then
-  for arg in "$@"; do
-    if [[ "$arg" == --mapd ]]; then
-      echo "ERROR: --mapd is a standalone package operation; use ./build --mapd" >&2
-      exit 2
-    fi
-  done
-fi
-shortcut_targets=()
-passthrough_args=()
-default_args=()
-jobs_arg=""
-shortcut_includes_panda=0
-panda_generated_files=(panda/board/obj/gitversion.h panda/board/obj/version)
-
-while [[ $# -gt 0 ]]; do
-  case "$1" in
-    --params|-params|-param)
-      shortcut_targets+=(openpilot/common/libparams_c.so)
-      ;;
-    --panda|-panda)
-      shortcut_includes_panda=1
-      shortcut_targets+=(panda/board/obj/panda.bin.signed panda/board/obj/panda_h7.bin.signed panda/board/obj/body_h7.bin.signed)
-      ;;
-    --cereal|-cereal)
-      shortcut_targets+=(openpilot/cereal/libcereal.a openpilot/cereal/libsocketmaster.a
-                         openpilot/cereal/messaging/bridge openpilot/cereal/services.h)
-      ;;
-    -j|--jobs)
-      passthrough_args+=("$1")
-      default_args+=("$1")
-      if [[ $# -gt 1 ]]; then
-        passthrough_args+=("$2")
-        default_args+=("$2")
-        shift
-      fi
-      ;;
-    *)
-      if [[ "$1" =~ ^[0-9]+$ ]]; then
-        if [[ "$1" =~ ^0+$ ]]; then
-          echo "ERROR: jobs must be positive" >&2
-          exit 2
-        fi
-        jobs_arg="$1"
-        passthrough_args+=("-j$1")
-      else
-        passthrough_args+=("$1")
-        default_args+=("$1")
-      fi
-      ;;
-  esac
-  shift
-done
-
-if [[ "${#shortcut_targets[@]}" -gt 0 ]]; then
-  scons_args=(--no-scrub "${shortcut_targets[@]}")
-  if [[ ${passthrough_args[0]+present} ]]; then
-    scons_args+=("${passthrough_args[@]}")
-  fi
-  if [[ "$shortcut_includes_panda" -eq 1 ]]; then
-    exec "${build_helper}" scons "${scons_args[@]}"
-  fi
-
-  # Panda/SConscript updates these even for unrelated targets. Restore their
-  # prior bytes for the non-firmware shortcuts, including on build failure.
-  tmpdir="$(mktemp -d)"
-  restore_panda_metadata() {
-    local path safe
-    for path in "${panda_generated_files[@]}"; do
-      safe="${path//\//__}"
-      if [[ -e "${tmpdir}/${safe}.missing" ]]; then
-        rm -f "${ROOT_DIR}/${path}"
-      else
-        cp -p "${tmpdir}/${safe}" "${ROOT_DIR}/${path}"
-      fi
-    done
-    rm -rf "${tmpdir}"
-  }
-  trap restore_panda_metadata EXIT
-  for path in "${panda_generated_files[@]}"; do
-    safe="${path//\//__}"
-    if [[ -e "${ROOT_DIR}/${path}" ]]; then
-      cp -p "${ROOT_DIR}/${path}" "${tmpdir}/${safe}"
-    else
-      touch "${tmpdir}/${safe}.missing"
-    fi
-  done
-  "${build_helper}" scons "${scons_args[@]}"
-  exit $?
-fi
-
-python3 "${ROOT_DIR}/tools/release/stage_mapd_provider.py" --source "${ROOT_DIR}" --require-tracked
-
-if [[ -n "${jobs_arg}" ]]; then
-  if [[ ${default_args[0]+present} ]]; then
-    exec "${build_helper}" build "${jobs_arg}" "${default_args[@]}"
-  fi
-  exec "${build_helper}" build "${jobs_arg}"
-fi
-if [[ ${default_args[0]+present} ]]; then
-  exec "${build_helper}" build "${default_args[@]}"
-fi
-exec "${build_helper}" build
@@ -1,4 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-exec "${ROOT_DIR}/scripts/host_tool_runner.sh" c3 "$@"
@@ -1,4 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-exec "${ROOT_DIR}/scripts/host_tool_runner.sh" c4 "$@"
@@ -0,0 +1,3 @@
+gen
+node_modules
+package-lock.json
@@ -0,0 +1,59 @@
+PWD := $(shell pwd)
+
+SRCS := log.capnp car.capnp
+
+GENS := gen/cpp/car.capnp.c++ gen/cpp/log.capnp.c++
+JS := gen/js/car.capnp.js gen/js/log.capnp.js
+
+UNAME_M ?= $(shell uname -m)
+
+# only generate C++ for docker tests
+ifneq ($(OPTEST),1)
+	GENS += gen/c/car.capnp.c gen/c/log.capnp.c gen/c/include/c++.capnp.h gen/c/include/java.capnp.h
+
+	ifeq ($(UNAME_M),x86_64)
+		GENS += gen/java/Car.java gen/java/Log.java
+	endif
+
+endif
+
+ifeq ($(UNAME_M),aarch64)
+	CAPNPC=PATH=$(PWD)/../phonelibs/capnp-cpp/aarch64/bin/:$$PATH capnpc
+else
+	CAPNPC=capnpc
+endif
+
+.PHONY: all
+all: $(GENS)
+js: $(JS)
+
+.PHONY: clean
+clean:
+	rm -rf gen
+	rm -rf node_modules
+	rm -rf package-lock.json
+
+gen/c/%.capnp.c: %.capnp
+	@echo "[ CAPNPC C ] $@"
+	mkdir -p gen/c/
+	$(CAPNPC) '$<' -o c:gen/c/
+
+gen/js/%.capnp.js: %.capnp
+	@echo "[ CAPNPC JavaScript ] $@"
+	mkdir -p gen/js/
+	sh ./generate_javascript.sh
+
+gen/cpp/%.capnp.c++: %.capnp
+	@echo "[ CAPNPC C++ ] $@"
+	mkdir -p gen/cpp/
+	$(CAPNPC) '$<' -o c++:gen/cpp/
+
+gen/java/Car.java gen/java/Log.java: $(SRCS)
+	@echo "[ CAPNPC java ] $@"
+	mkdir -p gen/java/
+	$(CAPNPC) $^ -o java:gen/java
+
+# c-capnproto needs some empty headers
+gen/c/include/c++.capnp.h gen/c/include/java.capnp.h:
+	mkdir -p gen/c/include
+	touch '$@'
@@ -0,0 +1,8 @@
+import os
+import capnp
+
+CEREAL_PATH = os.path.dirname(os.path.abspath(__file__))
+capnp.remove_import_hook()
+
+log = capnp.load(os.path.join(CEREAL_PATH, "log.capnp"))
+car = capnp.load(os.path.join(CEREAL_PATH, "car.capnp"))
@@ -0,0 +1,345 @@
+using Cxx = import "./include/c++.capnp";
+$Cxx.namespace("cereal");
+
+using Java = import "./include/java.capnp";
+$Java.package("ai.comma.openpilot.cereal");
+$Java.outerClassname("Car");
+
+@0x8e2af1e708af8b8d;
+
+# ******* events causing controls state machine transition *******
+
+struct CarEvent @0x9b1657f34caf3ad3 {
+  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;
+
+  enum EventName @0xbaa8c5d505f727de {
+    # TODO: copy from error list
+    commIssue @0;
+    steerUnavailable @1;
+    brakeUnavailable @2;
+    gasUnavailable @3;
+    wrongGear @4;
+    doorOpen @5;
+    seatbeltNotLatched @6;
+    espDisabled @7;
+    wrongCarMode @8;
+    steerTempUnavailable @9;
+    reverseGear @10;
+    buttonCancel @11;
+    buttonEnable @12;
+    pedalPressed @13;
+    cruiseDisabled @14;
+    radarCommIssue @15;
+    dataNeeded @16;
+    speedTooLow @17;
+    outOfSpace @18;
+    overheat @19;
+    calibrationInProgress @20;
+    calibrationInvalid @21;
+    controlsMismatch @22;
+    pcmEnable @23;
+    pcmDisable @24;
+    noTarget @25;
+    radarFault @26;
+    modelCommIssue @27;
+    brakeHold @28;
+    parkBrake @29;
+    manualRestart @30;
+    lowSpeedLockout @31;
+    plannerError @32;
+    ipasOverride @33;
+    debugAlert @34;
+    steerTempUnavailableMute @35;
+    resumeRequired @36;
+  }
+}
+
+# ******* main car state @ 100hz *******
+# all speeds in m/s
+
+struct CarState {
+  errorsDEPRECATED @0 :List(CarEvent.EventName);
+  events @13 :List(CarEvent);
+
+  # car speed
+  vEgo @1 :Float32;         # best estimate of speed
+  aEgo @16 :Float32;        # best estimate of acceleration
+  vEgoRaw @17 :Float32;     # unfiltered speed from CAN sensors
+  yawRate @22 :Float32;     # best estimate of yaw rate
+  standstill @18 :Bool;
+  wheelSpeeds @2 :WheelSpeeds;
+
+  # gas pedal, 0.0-1.0
+  gas @3 :Float32;        # this is user + computer
+  gasPressed @4 :Bool;    # this is user pedal only
+
+  # brake pedal, 0.0-1.0
+  brake @5 :Float32;      # this is user pedal only
+  brakePressed @6 :Bool;  # this is user pedal only
+  brakeLights @19 :Bool;
+
+  # steering wheel
+  steeringAngle @7 :Float32;   # deg
+  steeringRate @15 :Float32;   # deg/s
+  steeringTorque @8 :Float32;  # TODO: standardize units
+  steeringPressed @9 :Bool;    # if the user is using the steering wheel
+
+  # cruise state
+  cruiseState @10 :CruiseState;
+
+  # gear
+  gearShifter @14 :GearShifter;
+
+  # button presses
+  buttonEvents @11 :List(ButtonEvent);
+  leftBlinker @20 :Bool;
+  rightBlinker @21 :Bool;
+  genericToggle @23 :Bool;
+
+  # lock info
+  doorOpen @24 :Bool;
+  seatbeltUnlatched @25 :Bool;
+
+  # which packets this state came from
+  canMonoTimes @12: List(UInt64);
+
+  struct WheelSpeeds {
+    # optional wheel speeds
+    fl @0 :Float32;
+    fr @1 :Float32;
+    rl @2 :Float32;
+    rr @3 :Float32;
+  }
+
+  struct CruiseState {
+    enabled @0 :Bool;
+    speed @1 :Float32;
+    available @2 :Bool;
+    speedOffset @3 :Float32;
+    standstill @4 :Bool;
+  }
+
+  enum GearShifter {
+    unknown @0;
+    park @1;
+    drive @2;
+    neutral @3;
+    reverse @4;
+    sport @5;
+    low @6;
+    brake @7;
+  }
+
+
+  # send on change
+  struct ButtonEvent {
+    pressed @0 :Bool;
+    type @1 :Type;
+
+    enum Type {
+      unknown @0;
+      leftBlinker @1;
+      rightBlinker @2;
+      accelCruise @3;
+      decelCruise @4;
+      cancel @5;
+      altButton1 @6;
+      altButton2 @7;
+      altButton3 @8;
+    }
+  }
+}
+
+# ******* radar state @ 20hz *******
+
+struct RadarState {
+  errors @0 :List(Error);
+  points @1 :List(RadarPoint);
+
+  # which packets this state came from
+  canMonoTimes @2 :List(UInt64);
+
+  enum Error {
+    commIssue @0;
+    fault @1;
+  }
+
+  # similar to LiveTracks
+  # is one timestamp valid for all? I think so
+  struct RadarPoint {
+    trackId @0 :UInt64;  # no trackId reuse
+
+    # these 3 are the minimum required
+    dRel @1 :Float32; # m from the front bumper of the car
+    yRel @2 :Float32; # m
+    vRel @3 :Float32; # m/s
+
+    # these are optional and valid if they are not NaN
+    aRel @4 :Float32; # m/s^2
+    yvRel @5 :Float32; # m/s
+
+    # some radars flag measurements VS estimates
+    measured @6 :Bool;
+  }
+}
+
+# ******* car controls @ 100hz *******
+
+struct CarControl {
+  # must be true for any actuator commands to work
+  enabled @0 :Bool;
+  active @7 :Bool;
+
+  gasDEPRECATED @1 :Float32;
+  brakeDEPRECATED @2 :Float32;
+  steeringTorqueDEPRECATED @3 :Float32;
+
+  actuators @6 :Actuators;
+
+  cruiseControl @4 :CruiseControl;
+  hudControl @5 :HUDControl;
+
+  struct Actuators {
+    # range from 0.0 - 1.0
+    gas @0: Float32;
+    brake @1: Float32;
+    # range from -1.0 - 1.0
+    steer @2: Float32;
+    steerAngle @3: Float32;
+  }
+
+  struct CruiseControl {
+    cancel @0: Bool;
+    override @1: Bool;
+    speedOverride @2: Float32;
+    accelOverride @3: Float32;
+  }
+
+  struct HUDControl {
+    speedVisible @0: Bool;
+    setSpeed @1: Float32;
+    lanesVisible @2: Bool;
+    leadVisible @3: Bool;
+    visualAlert @4: VisualAlert;
+    audibleAlert @5: AudibleAlert;
+
+    enum VisualAlert {
+      # these are the choices from the Honda
+      # map as good as you can for your car
+      none @0;
+      fcw @1;
+      steerRequired @2;
+      brakePressed @3;
+      wrongGear @4;
+      seatbeltUnbuckled @5;
+      speedTooHigh @6;
+    }
+
+    enum AudibleAlert {
+      # these are the choices from the Honda
+      # map as good as you can for your car
+      none @0;
+      beepSingle @1;
+      beepTriple @2;
+      beepRepeated @3;
+      chimeSingle @4;
+      chimeDouble @5;
+      chimeRepeated @6;
+      chimeContinuous @7;
+    }
+  }
+}
+
+# ****** car param ******
+
+struct CarParams {
+  carName @0 :Text;
+  radarNameDEPRECATED @1 :Text;
+  carFingerprint @2 :Text;
+
+  enableSteerDEPRECATED @3 :Bool;
+  enableGasInterceptor @4 :Bool;
+  enableBrakeDEPRECATED @5 :Bool;
+  enableCruise @6 :Bool;
+  enableCamera @26 :Bool;
+  enableDsu @27 :Bool; # driving support unit
+  enableApgs @28 :Bool; # advanced parking guidance system
+
+  minEnableSpeed @17 :Float32;
+  safetyModel @18 :Int16;
+  safetyParam @41 :Int16;
+
+  steerMaxBP @19 :List(Float32);
+  steerMaxV @20 :List(Float32);
+  gasMaxBP @21 :List(Float32);
+  gasMaxV @22 :List(Float32);
+  brakeMaxBP @23 :List(Float32);
+  brakeMaxV @24 :List(Float32);
+
+  longPidDeadzoneBP @32 :List(Float32);
+  longPidDeadzoneV @33 :List(Float32);
+
+  enum SafetyModels {
+    # does NOT match board setting
+    noOutput @0;
+    honda @1;
+    toyota @2;
+    elm327 @3;
+    gm @4;
+    hondaBosch @5;
+    ford @6;
+    cadillac @7;
+  }
+
+  # things about the car in the manual
+  mass @7 :Float32;             # [kg] running weight
+  wheelbase @8 :Float32;        # [m] distance from rear to front axle
+  centerToFront @9 :Float32;   # [m] GC distance to front axle
+  steerRatio @10 :Float32;       # [] ratio between front wheels and steering wheel angles
+  steerRatioRear @11 :Float32;  # [] rear steering ratio wrt front steering (usually 0)
+
+  # things we can derive
+  rotationalInertia @12 :Float32;    # [kg*m2] body rotational inertia
+  tireStiffnessFront @13 :Float32;   # [N/rad] front tire coeff of stiff
+  tireStiffnessRear @14 :Float32;    # [N/rad] rear tire coeff of stiff
+
+  # Kp and Ki for the lateral control
+  steerKpBP @42 :List(Float32);
+  steerKpV @43 :List(Float32);
+  steerKiBP @44 :List(Float32);
+  steerKiV @45 :List(Float32);
+  steerKpDEPRECATED @15 :Float32;
+  steerKiDEPRECATED @16 :Float32;
+  steerKf @25 :Float32;
+
+  # Kp and Ki for the longitudinal control
+  longitudinalKpBP @36 :List(Float32);
+  longitudinalKpV @37 :List(Float32);
+  longitudinalKiBP @38 :List(Float32);
+  longitudinalKiV @39 :List(Float32);
+
+  steerLimitAlert @29 :Bool;
+
+  vEgoStopping @30 :Float32; # Speed at which the car goes into stopping state
+  directAccelControl @31 :Bool; # Does the car have direct accel control or just gas/brake
+  stoppingControl @34 :Bool; # Does the car allows full control even at lows speeds when stopping
+  startAccel @35 :Float32; # Required acceleraton to overcome creep braking
+  steerRateCost @40 :Float32; # Lateral MPC cost on steering rate
+  steerControlType @46 :SteerControlType;
+  radarOffCan @47 :Bool; # True when radar objects aren't visible on CAN
+
+  steerActuatorDelay @48 :Float32; # Steering wheel actuator delay in seconds
+
+  enum SteerControlType {
+    torque @0;
+    angle @1;
+  }
+}
@@ -0,0 +1,28 @@
+# Copyright (c) 2013-2015 Sandstorm Development Group, Inc. and contributors
+# Licensed under the MIT License:
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+
+@0xc5f1af96651f70ea;
+
+annotation package @0x9ee4c8f803b3b596 (file) : Text;
+# Name of the package, such as "org.example.foo", in which the generated code will reside.
+
+annotation outerClassname @0x9b066bb4881f7cd3 (file) : Text;
+# Name of the outer class that will wrap the generated code.
@@ -0,0 +1,15 @@
+import requests
+
+from selfdrive.version import version
+
+def api_get(endpoint, method='GET', timeout=None, access_token=None, **params):
+  backend = "https://api.commadotai.com/"
+
+  headers = {}
+  if access_token is not None:
+    headers['Authorization'] = "JWT "+access_token
+
+  headers['User-Agent'] = "openpilot-" + version
+
+  return requests.request(method, backend+endpoint, timeout=timeout, headers = headers, params=params)
+
@@ -0,0 +1,4 @@
+import os
+BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"))
+
+
@@ -0,0 +1,220 @@
+import re
+import os
+import struct
+import bitstring
+import sys
+import numbers
+from collections import namedtuple
+
+def int_or_float(s):
+  # return number, trying to maintain int format
+  try:
+    return int(s)
+  except ValueError:
+    return float(s)
+
+DBCSignal = namedtuple(
+  "DBCSignal", ["name", "start_bit", "size", "is_little_endian", "is_signed",
+                "factor", "offset", "tmin", "tmax", "units"])
+
+class dbc(object):
+  def __init__(self, fn):
+    self.name, _ = os.path.splitext(os.path.basename(fn))
+    with open(fn) as f:
+      self.txt = f.read().split("\n")
+    self._warned_addresses = set()
+
+    # regexps from https://github.com/ebroecker/canmatrix/blob/master/canmatrix/importdbc.py
+    bo_regexp = re.compile(r"^BO\_ (\w+) (\w+) *: (\w+) (\w+)")
+    sg_regexp = re.compile(r"^SG\_ (\w+) : (\d+)\|(\d+)@(\d+)([\+|\-]) \(([0-9.+\-eE]+),([0-9.+\-eE]+)\) \[([0-9.+\-eE]+)\|([0-9.+\-eE]+)\] \"(.*)\" (.*)")
+    sgm_regexp = re.compile(r"^SG\_ (\w+) (\w+) *: (\d+)\|(\d+)@(\d+)([\+|\-]) \(([0-9.+\-eE]+),([0-9.+\-eE]+)\) \[([0-9.+\-eE]+)\|([0-9.+\-eE]+)\] \"(.*)\" (.*)")
+
+    # A dictionary which maps message ids to tuples ((name, size), signals).
+    #   name is the ASCII name of the message.
+    #   size is the size of the message in bytes.
+    #   signals is a list signals contained in the message.
+    # signals is a list of DBCSignal in order of increasing start_bit.
+    self.msgs = {}
+
+    # lookup to bit reverse each byte
+    self.bits_index = [(i & ~0b111) + ((-i-1) & 0b111) for i in xrange(64)]
+
+    for l in self.txt:
+      l = l.strip()
+
+      if l.startswith("BO_ "):
+        # new group
+        dat = bo_regexp.match(l)
+
+        if dat is None:
+          print "bad BO", l
+        name = dat.group(2)
+        size = int(dat.group(3))
+        ids = int(dat.group(1), 0) # could be hex
+        if ids in self.msgs:
+          sys.exit("Duplicate address detected %d %s" % (ids, self.name))
+
+        self.msgs[ids] = ((name, size), [])
+
+      if l.startswith("SG_ "):
+        # new signal
+        dat = sg_regexp.match(l)
+        go = 0
+        if dat is None:
+          dat = sgm_regexp.match(l)
+          go = 1
+        if dat is None:
+          print "bad SG", l
+
+        sgname = dat.group(1)
+        start_bit = int(dat.group(go+2))
+        signal_size = int(dat.group(go+3))
+        is_little_endian = int(dat.group(go+4))==1
+        is_signed = dat.group(go+5)=='-'
+        factor = int_or_float(dat.group(go+6))
+        offset = int_or_float(dat.group(go+7))
+        tmin = int_or_float(dat.group(go+8))
+        tmax = int_or_float(dat.group(go+9))
+        units = dat.group(go+10)
+
+        self.msgs[ids][1].append(
+          DBCSignal(sgname, start_bit, signal_size, is_little_endian,
+                    is_signed, factor, offset, tmin, tmax, units))
+
+    for msg in self.msgs.viewvalues():
+      msg[1].sort(key=lambda x: x.start_bit)
+
+    self.msg_name_to_address = {}
+    for address, m in self.msgs.items():
+      name = m[0][0]
+      self.msg_name_to_address[name] = address
+
+  def lookup_msg_id(self, msg_id):
+    if not isinstance(msg_id, numbers.Number):
+      msg_id = self.msg_name_to_address[msg_id]
+    return msg_id
+
+  def encode(self, msg_id, dd):
+    """Encode a CAN message using the dbc.
+
+       Inputs:
+        msg_id: The message ID.
+        dd: A dictionary mapping signal name to signal data.
+    """
+    msg_id = self.lookup_msg_id(msg_id)
+
+    # TODO: Stop using bitstring, which is super slow.
+    msg_def = self.msgs[msg_id]
+    size = msg_def[0][1]
+
+    bsf = bitstring.Bits(hex="00"*size)
+    for s in msg_def[1]:
+      ival = dd.get(s.name)
+      if ival is not None:
+        ival = (ival / s.factor) - s.offset
+        ival = int(round(ival))
+
+        # should pack this
+        if s.is_little_endian:
+          ss = s.start_bit
+        else:
+          ss = self.bits_index[s.start_bit]
+
+
+        if s.is_signed:
+          tbs = bitstring.Bits(int=ival, length=s.size)
+        else:
+          tbs = bitstring.Bits(uint=ival, length=s.size)
+
+        lpad = bitstring.Bits(bin="0b"+"0"*ss)
+        rpad = bitstring.Bits(bin="0b"+"0"*(8*size-(ss+s.size)))
+        tbs = lpad+tbs+rpad
+
+        bsf |= tbs
+    return bsf.tobytes()
+
+  def decode(self, x, arr=None, debug=False):
+    """Decode a CAN message using the dbc.
+
+       Inputs:
+        x: A collection with elements (address, time, data), where address is
+           the CAN address, time is the bus time, and data is the CAN data as a
+           hex string.
+        arr: Optional list of signals which should be decoded and returned.
+        debug: True to print debugging statements.
+
+       Returns:
+        A tuple (name, data), where name is the name of the CAN message and data
+        is the decoded result. If arr is None, data is a dict of properties.
+        Otherwise data is a list of the same length as arr.
+
+        Returns (None, None) if the message could not be decoded.
+    """
+
+    if arr is None:
+      out = {}
+    else:
+      out = [None]*len(arr)
+
+    msg = self.msgs.get(x[0])
+    if msg is None:
+      if x[0] not in self._warned_addresses:
+        #print("WARNING: Unknown message address {}".format(x[0]))
+        self._warned_addresses.add(x[0])
+      return None, None
+
+    name = msg[0][0]
+    if debug:
+      print name
+
+    blen = 8*len(x[2])
+
+    st = x[2].rjust(8, '\x00')
+    le, be = None, None
+
+    for s in msg[1]:
+      if arr is not None and s[0] not in arr:
+        continue
+
+      # big or little endian?
+      #   see http://vi-firmware.openxcplatform.com/en/master/config/bit-numbering.html
+      if s[3] is False:
+        ss = self.bits_index[s[1]]
+        if be is None:
+          be = struct.unpack(">Q", st)[0]
+        x2_int = be
+        data_bit_pos = (blen - (ss + s[2]))
+      else:
+        if le is None:
+          le = struct.unpack("<Q", st)[0]
+        x2_int = le
+        ss = s[1]
+        data_bit_pos = ss
+
+      if data_bit_pos < 0:
+        continue
+      ival = (x2_int >> data_bit_pos) & ((1 << (s[2])) - 1)
+
+      if s[4] and (ival & (1<<(s[2]-1))): # signed
+        ival -= (1<<s[2])
+
+      # control the offset
+      ival = (ival * s[5]) + s[6]
+      #if debug:
+      #  print "%40s  %2d %2d  %7.2f %s" % (s[0], s[1], s[2], ival, s[-1])
+
+      if arr is None:
+        out[s[0]] = ival
+      else:
+        out[arr.index(s[0])] = ival
+    return name, out
+
+  def get_signals(self, msg):
+    msg = self.lookup_msg_id(msg)
+    return [sgs.name for sgs in self.msgs[msg][1]]
+
+if __name__ == "__main__":
+   from opendbc import DBC_PATH
+
+   dbc_test = dbc(os.path.join(DBC_PATH, sys.argv[1]))
+   print dbc_test.get_signals(0xe4)
@@ -0,0 +1,64 @@
+import os
+from common.basedir import BASEDIR
+
+def get_fingerprint_list():
+  # read all the folders in selfdrive/car and return a dict where:
+  # - keys are all the car models for which we have a fingerprint
+  # - values are lists dicts of messages that constitute the unique 
+  #   CAN fingerprint of each car model and all its variants
+  fingerprints = {}
+  for car_folder in [x[0] for x in os.walk(BASEDIR + '/selfdrive/car')]:
+    try:
+      car_name = car_folder.split('/')[-1]
+      values = __import__('selfdrive.car.%s.values' % car_name, fromlist=['FINGERPRINTS'])
+      if hasattr(values, 'FINGERPRINTS'):
+        car_fingerprints = values.FINGERPRINTS
+      else:
+        continue
+      for f, v in car_fingerprints.iteritems():
+        fingerprints[f] = v
+    except (ImportError, IOError):
+      pass
+  return fingerprints
+
+
+_FINGERPRINTS = get_fingerprint_list()
+
+_DEBUG_ADDRESS = {1880: 8}   # reserved for debug purposes
+
+def is_valid_for_fingerprint(msg, car_fingerprint):
+  adr = msg.address
+  bus = msg.src
+  # ignore addresses that are more than 11 bits
+  return (adr in car_fingerprint and car_fingerprint[adr] == len(msg.dat)) or \
+         bus != 0 or adr >= 0x800
+
+
+def eliminate_incompatible_cars(msg, candidate_cars):
+  """Removes cars that could not have sent msg.
+
+     Inputs:
+      msg: A cereal/log CanData message from the car.
+      candidate_cars: A list of cars to consider.
+
+     Returns:
+      A list containing the subset of candidate_cars that could have sent msg.
+  """
+  compatible_cars = []
+
+  for car_name in candidate_cars:
+    car_fingerprints = _FINGERPRINTS[car_name]
+
+    for fingerprint in car_fingerprints:
+      fingerprint.update(_DEBUG_ADDRESS)  # add alien debug address
+
+      if is_valid_for_fingerprint(msg, fingerprint):
+        compatible_cars.append(car_name)
+        break
+
+  return compatible_cars
+
+
+def all_known_cars():
+  """Returns a list of all known car strings."""
+  return _FINGERPRINTS.keys()
@@ -0,0 +1,252 @@
+# pylint: skip-file
+import abc
+import numpy as np
+# The EKF class contains the framework for an Extended Kalman Filter, but must be subclassed to use.
+# A subclass must implement:
+#   1) calc_transfer_fun(); see bottom of file for more info.
+#   2) __init__() to initialize self.state, self.covar, and self.process_noise appropriately
+
+# Alternatively, the existing implementations of EKF can be used (e.g. EKF2D)
+
+# Sensor classes are optionally used to pass measurement information into the EKF, to keep
+#   sensor parameters and processing methods for a each sensor together.
+# Sensor classes have a read() method which takes raw sensor data and returns
+#   a SensorReading object, which can be passed to the EKF update() method.
+
+# For usage, see run_ekf1d.py in selfdrive/new for a simple example.
+# ekf.predict(dt) should be called between update cycles with the time since it was last called.
+# Ideally, predict(dt) should be called at a relatively constant rate.
+# update() should be called once per sensor, and can be called multiple times between predict steps.
+# Access and set the state of the filter directly with ekf.state and ekf.covar.
+
+
+class SensorReading:
+  # Given a perfect model and no noise, data = obs_model * state
+  def __init__(self, data, covar, obs_model):
+    self.data = data
+    self.obs_model = obs_model
+    self.covar = covar
+
+  def __repr__(self):
+    return "SensorReading(data={}, covar={}, obs_model={})".format(
+      repr(self.data), repr(self.covar), repr(self.obs_model))
+
+
+# A generic sensor class that does no pre-processing of data
+class SimpleSensor:
+  # obs_model can be
+  #   a full observation model matrix, or
+  #   an integer or tuple of indices into ekf.state, indicating which variables are being directly observed
+  # covar can be
+  #   a full covariance matrix
+  #   a float or tuple of individual covars for each component of the sensor reading
+  # dims is the number of states in the EKF
+  def __init__(self, obs_model, covar, dims):
+    # Allow for integer covar/obs_model
+    if not hasattr(obs_model, "__len__"):
+      obs_model = (obs_model, )
+    if not hasattr(covar, "__len__"):
+      covar = (covar, )
+
+    # Full observation model passed
+    if dims in np.array(obs_model).shape:
+      self.obs_model = np.asmatrix(obs_model)
+      self.covar = np.asmatrix(covar)
+    # Indices of unit observations passed
+    else:
+      self.obs_model = np.matlib.zeros((len(obs_model), dims))
+      self.obs_model[:, list(obs_model)] = np.identity(len(obs_model))
+      if np.asarray(covar).ndim == 2:
+        self.covar = np.asmatrix(covar)
+      elif len(covar) == len(obs_model):
+        self.covar = np.matlib.diag(covar)
+      else:
+        self.covar = np.matlib.identity(len(obs_model)) * covar
+
+  def read(self, data, covar=None):
+    if covar:
+      self.covar = covar
+    return SensorReading(data, self.covar, self.obs_model)
+
+
+class EKF:
+  __metaclass__ = abc.ABCMeta
+
+  def __init__(self, debug=False):
+    self.DEBUG = debug
+
+
+  def __str__(self):
+    return "EKF(state={}, covar={})".format(self.state, self.covar)
+
+  # Measurement update
+  # Reading should be a SensorReading object with data, covar, and obs_model attributes
+  def update(self, reading):
+    # Potential improvements:
+    # deal with negative covars
+    # add noise to really low covars to ensure stability
+    # use mahalanobis distance to reject outliers
+    # wrap angles after state updates and innovation
+
+    # y = z - H*x
+    innovation = reading.data - reading.obs_model * self.state
+
+    if self.DEBUG:
+      print "reading:\n",reading.data
+      print "innovation:\n",innovation
+
+    # S = H*P*H' + R
+    innovation_covar = reading.obs_model * self.covar * reading.obs_model.T + reading.covar
+
+    # K = P*H'*S^-1
+    kalman_gain = self.covar * reading.obs_model.T * np.linalg.inv(
+      innovation_covar)
+
+    if self.DEBUG:
+      print "gain:\n", kalman_gain
+      print "innovation_covar:\n", innovation_covar
+      print "innovation: ", innovation
+      print "test: ", self.covar * reading.obs_model.T * (
+        reading.obs_model * self.covar * reading.obs_model.T + reading.covar *
+        0).I
+
+    # x = x + K*y
+    self.state += kalman_gain*innovation
+
+    # print "covar", np.diag(self.covar)
+    #self.state[(roll_vel, yaw_vel, pitch_vel),:] = reading.data
+
+    # Standard form: P = (I - K*H)*P
+    # self.covar = (self.identity - kalman_gain*reading.obs_model) * self.covar
+
+    # Use the Joseph form for numerical stability: P = (I-K*H)*P*(I - K*H)' + K*R*K'
+    aux_mtrx = (self.identity - kalman_gain * reading.obs_model)
+    self.covar = aux_mtrx * self.covar * aux_mtrx.T + kalman_gain * reading.covar * kalman_gain.T
+
+    if self.DEBUG:
+      print "After update"
+      print "state\n", self.state
+      print "covar:\n",self.covar
+
+  def update_scalar(self, reading):
+    # like update but knowing that measurement is a scalar
+    # this avoids matrix inversions and speeds up (surprisingly) drived.py a lot
+
+    # innovation = reading.data - np.matmul(reading.obs_model, self.state)
+    # innovation_covar = np.matmul(np.matmul(reading.obs_model, self.covar), reading.obs_model.T) + reading.covar
+    # kalman_gain = np.matmul(self.covar, reading.obs_model.T)/innovation_covar
+    # self.state += np.matmul(kalman_gain, innovation)
+    # aux_mtrx = self.identity - np.matmul(kalman_gain, reading.obs_model)
+    # self.covar =  np.matmul(aux_mtrx, np.matmul(self.covar, aux_mtrx.T)) + np.matmul(kalman_gain, np.matmul(reading.covar, kalman_gain.T))
+
+    # written without np.matmul
+    es = np.einsum
+    ABC_T = "ij,jk,lk->il"
+    AB_T = "ij,kj->ik"
+    AB = "ij,jk->ik"
+    innovation = reading.data - es(AB, reading.obs_model, self.state)
+    innovation_covar = es(ABC_T, reading.obs_model, self.covar,
+                          reading.obs_model) + reading.covar
+    kalman_gain = es(AB_T, self.covar, reading.obs_model) / innovation_covar
+
+    self.state += es(AB, kalman_gain, innovation)
+    aux_mtrx = self.identity - es(AB, kalman_gain, reading.obs_model)
+    self.covar = es(ABC_T, aux_mtrx, self.covar, aux_mtrx) + \
+                 es(ABC_T, kalman_gain, reading.covar, kalman_gain)
+
+  # Prediction update
+  def predict(self, dt):
+    es = np.einsum
+    ABC_T = "ij,jk,lk->il"
+    AB = "ij,jk->ik"
+
+    # State update
+    transfer_fun, transfer_fun_jacobian = self.calc_transfer_fun(dt)
+
+    # self.state = np.matmul(transfer_fun, self.state)
+    # self.covar = np.matmul(np.matmul(transfer_fun_jacobian, self.covar), transfer_fun_jacobian.T) + self.process_noise * dt
+
+    # x = f(x, u), written in the form x = A(x, u)*x
+    self.state = es(AB, transfer_fun, self.state)
+
+    # P = J*P*J' + Q
+    self.covar = es(ABC_T, transfer_fun_jacobian, self.covar,
+                    transfer_fun_jacobian) + self.process_noise * dt  #!dt
+
+    #! Clip covariance to avoid explosions
+    self.covar = np.clip(self.covar,-1e10,1e10)
+
+  @abc.abstractmethod
+  def calc_transfer_fun(self, dt):
+    """Return a tuple with the transfer function and transfer function jacobian
+    The transfer function and jacobian should both be a numpy matrix of size DIMSxDIMS
+
+    The transfer function matrix A should satisfy the state-update equation
+      x_(k+1) = A * x_k
+
+    The jacobian J is the direct jacobian A*x_k. For linear systems J=A.
+
+    Current implementations calculate A and J as functions of state. Control input
+      can be added trivially by adding a control parameter to predict() and calc_tranfer_update(),
+      and using it during calculation of A and J
+    """
+
+
+class FastEKF1D(EKF):
+  """Fast version of EKF for 1D problems with scalar readings."""
+
+  def __init__(self, dt, var_init, Q):
+    super(FastEKF1D, self).__init__(False)
+    self.state = [0, 0]
+    self.covar = [var_init, var_init, 0]
+
+    # Process Noise
+    self.dtQ0 = dt * Q[0]
+    self.dtQ1 = dt * Q[1]
+
+  def update(self, reading):
+    raise NotImplementedError
+
+  def update_scalar(self, reading):
+    # TODO(mgraczyk): Delete this for speed.
+    # assert np.all(reading.obs_model == [1, 0])
+
+    rcov = reading.covar[0, 0]
+
+    x = self.state
+    S = self.covar
+
+    innovation = reading.data - x[0]
+    innovation_covar = S[0] + rcov
+
+    k0 = S[0] / innovation_covar
+    k1 = S[2] / innovation_covar
+
+    x[0] += k0 * innovation
+    x[1] += k1 * innovation
+
+    mk = 1 - k0
+    S[1] += k1 * (k1 * (S[0] + rcov) - 2 * S[2])
+    S[2] = mk * (S[2] - k1 * S[0]) + rcov * k0 * k1
+    S[0] = mk * mk * S[0] + rcov * k0 * k0
+
+  def predict(self, dt):
+    # State update
+    x = self.state
+
+    x[0] += dt * x[1]
+
+    # P = J*P*J' + Q
+    S = self.covar
+    S[0] += dt * (2 * S[2] + dt * S[1]) + self.dtQ0
+    S[2] += dt * S[1]
+    S[1] += self.dtQ1
+
+    # Clip covariance to avoid explosions
+    S = max(-1e10, min(S, 1e10))
+
+  def calc_transfer_fun(self, dt):
+    tf = np.identity(2)
+    tf[0, 1] = dt
+    tfj = tf
+    return tf, tfj
@@ -0,0 +1,23 @@
+import numpy as np
+
+
+class KF1D:
+  # this EKF assumes constant covariance matrix, so calculations are much simpler
+  # the Kalman gain also needs to be precomputed using the control module
+
+  def __init__(self, x0, A, C, K):
+    self.x = x0
+    self.A = A
+    self.C = C
+    self.K = K
+
+    self.A_K = self.A - np.dot(self.K, self.C)
+
+    # K matrix needs to  be pre-computed as follow:
+    # import control
+    # (x, l, K) = control.dare(np.transpose(self.A), np.transpose(self.C), Q, R)
+    # self.K = np.transpose(K)
+
+  def update(self, meas):
+    self.x = np.dot(self.A_K, self.x) + np.dot(self.K, meas)
+    return self.x
@@ -0,0 +1,171 @@
+import os
+import sys
+import copy
+import json
+import socket
+import logging
+from threading import local
+from collections import OrderedDict
+from contextlib import contextmanager
+
+def json_handler(obj):
+  # if isinstance(obj, (datetime.date, datetime.time)):
+  #   return obj.isoformat()
+  return repr(obj)
+
+def json_robust_dumps(obj):
+  return json.dumps(obj, default=json_handler)
+
+class NiceOrderedDict(OrderedDict):
+  def __str__(self):
+    return json_robust_dumps(self)
+
+class SwagFormatter(logging.Formatter):
+  def __init__(self, swaglogger):
+    logging.Formatter.__init__(self, None, '%a %b %d %H:%M:%S %Z %Y')
+
+    self.swaglogger = swaglogger
+    self.host = socket.gethostname()
+
+  def format_dict(self, record):
+    record_dict = NiceOrderedDict()
+
+    if isinstance(record.msg, dict):
+      record_dict['msg'] = record.msg
+    else:
+      try:
+        record_dict['msg'] = record.getMessage()
+      except (ValueError, TypeError):
+        record_dict['msg'] = [record.msg]+record.args
+
+    record_dict['ctx'] = self.swaglogger.get_ctx()
+
+    if record.exc_info:
+      record_dict['exc_info'] = self.formatException(record.exc_info)
+
+    record_dict['level'] = record.levelname
+    record_dict['levelnum'] = record.levelno
+    record_dict['name'] = record.name
+    record_dict['filename'] = record.filename
+    record_dict['lineno'] = record.lineno
+    record_dict['pathname'] = record.pathname
+    record_dict['module'] = record.module
+    record_dict['funcName'] = record.funcName
+    record_dict['host'] = self.host
+    record_dict['process'] = record.process
+    record_dict['thread'] = record.thread
+    record_dict['threadName'] = record.threadName
+    record_dict['created'] = record.created
+
+    return record_dict
+
+  def format(self, record):
+    return json_robust_dumps(self.format_dict(record))
+
+class SwagErrorFilter(logging.Filter):
+  def filter(self, record):
+    return record.levelno < logging.ERROR
+
+_tmpfunc = lambda: 0
+_srcfile = os.path.normcase(_tmpfunc.__code__.co_filename)
+
+class SwagLogger(logging.Logger):
+  def __init__(self):
+    logging.Logger.__init__(self, "swaglog")
+
+    self.global_ctx = {}
+
+    self.log_local = local()
+    self.log_local.ctx = {}
+
+  def findCaller(self):
+    """
+      Find the stack frame of the caller so that we can note the source
+      file name, line number and function name.
+      """
+    # f = currentframe()
+    f = sys._getframe(3)
+    #On some versions of IronPython, currentframe() returns None if
+    #IronPython isn't run with -X:Frames.
+    if f is not None:
+      f = f.f_back
+    rv = "(unknown file)", 0, "(unknown function)"
+    while hasattr(f, "f_code"):
+      co = f.f_code
+      filename = os.path.normcase(co.co_filename)
+      if filename in (logging._srcfile, _srcfile):
+        f = f.f_back
+        continue
+      rv = (co.co_filename, f.f_lineno, co.co_name)
+      break
+    return rv
+
+  def local_ctx(self):
+    try:
+      return self.log_local.ctx
+    except AttributeError:
+      self.log_local.ctx = {}
+      return self.log_local.ctx
+
+  def get_ctx(self):
+    return dict(self.local_ctx(), **self.global_ctx)
+
+  @contextmanager
+  def ctx(self, **kwargs):
+    old_ctx = self.local_ctx()
+    self.log_local.ctx = copy.copy(old_ctx) or {}
+    self.log_local.ctx.update(kwargs)
+    try:
+      yield
+    finally:
+      self.log_local.ctx = old_ctx
+
+  def bind(self, **kwargs):
+    self.local_ctx().update(kwargs)
+
+  def bind_global(self, **kwargs):
+    self.global_ctx.update(kwargs)
+
+  def event(self, event_name, *args, **kwargs):
+    evt = NiceOrderedDict()
+    evt['event'] = event_name
+    if args:
+      evt['args'] = args
+    evt.update(kwargs)
+    if 'error' in kwargs:
+      self.error(evt)
+    else:
+      self.info(evt)
+
+if __name__ == "__main__":
+  log = SwagLogger()
+
+  stdout_handler = logging.StreamHandler(sys.stdout)
+  stdout_handler.setLevel(logging.INFO)
+  stdout_handler.addFilter(SwagErrorFilter())
+  log.addHandler(stdout_handler)
+
+  stderr_handler = logging.StreamHandler(sys.stderr)
+  stderr_handler.setLevel(logging.ERROR)
+  log.addHandler(stderr_handler)
+
+  log.info("asdasd %s", "a")
+  log.info({'wut': 1})
+  log.warning("warning")
+  log.error("error")
+  log.critical("critical")
+  log.event("test", x="y")
+
+  with log.ctx():
+    stdout_handler.setFormatter(SwagFormatter(log))
+    stderr_handler.setFormatter(SwagFormatter(log))
+    log.bind(user="some user")
+    log.info("in req")
+    print("")
+    log.warning("warning")
+    print("")
+    log.error("error")
+    print("")
+    log.critical("critical")
+    print("")
+    log.event("do_req", a=1, b="c")
@@ -0,0 +1,18 @@
+def int_rnd(x):
+  return int(round(x))
+
+def clip(x, lo, hi):
+  return max(lo, min(hi, x))
+
+def interp(x, xp, fp):
+  N = len(xp)
+  def get_interp(xv):
+    hi = 0
+    while hi < N and xv > xp[hi]:
+      hi += 1
+    low = hi - 1
+    return fp[-1] if hi == N and xv > xp[low] else (
+      fp[0] if hi == 0 else 
+      (xv - xp[low]) * (fp[hi] - fp[low]) / (xp[hi] - xp[low]) + fp[low])
+  return [get_interp(v) for v in x] if hasattr(
+    x, '__iter__') else get_interp(x)
@@ -0,0 +1,336 @@
+#!/usr/bin/env python
+"""ROS has a parameter server, we have files.
+
+The parameter store is a persistent key value store, implemented as a directory with a writer lock.
+On Android, we store params under params_dir = /data/params. The writer lock is a file
+"<params_dir>/.lock" taken using flock(), and data is stored in a directory symlinked to by
+"<params_dir>/d".
+
+Each key, value pair is stored as a file with named <key> with contents <value>, located in
+  <params_dir>/d/<key>
+
+Readers of a single key can just open("<params_dir>/d/<key>") and read the file contents.
+Readers who want a consistent snapshot of multiple keys should take the lock.
+
+Writers should take the lock before modifying anything. Writers should also leave the DB in a
+consistent state after a crash. The implementation below does this by copying all params to a temp
+directory <params_dir>/<tmp>, then atomically symlinking <params_dir>/<d> to <params_dir>/<tmp>
+before deleting the old <params_dir>/<d> directory.
+
+Writers that only modify a single key can simply take the lock, then swap the corresponding value
+file in place without messing with <params_dir>/d.
+"""
+import time
+import os
+import errno
+import sys
+import shutil
+import fcntl
+import tempfile
+from enum import Enum
+
+def mkdirs_exists_ok(path):
+  try:
+    os.makedirs(path)
+  except OSError:
+    if not os.path.isdir(path):
+      raise
+
+class TxType(Enum):
+  PERSISTENT = 1
+  CLEAR_ON_MANAGER_START = 2
+  CLEAR_ON_CAR_START = 3
+
+class UnknownKeyName(Exception):
+  pass
+
+keys = {
+# written: manager
+# read:    loggerd, uploaderd, offroad
+  "DongleId": TxType.PERSISTENT,
+  "AccessToken": TxType.PERSISTENT,
+  "Version": TxType.PERSISTENT,
+  "TrainingVersion": TxType.PERSISTENT,
+  "GitCommit": TxType.PERSISTENT,
+  "GitBranch": TxType.PERSISTENT,
+  "GitRemote": TxType.PERSISTENT,
+# written: baseui
+# read:    ui, controls
+  "IsMetric": TxType.PERSISTENT,
+  "IsRearViewMirror": TxType.PERSISTENT,
+  "IsFcwEnabled": TxType.PERSISTENT,
+  "HasAcceptedTerms": TxType.PERSISTENT,
+  "CompletedTrainingVersion": TxType.PERSISTENT,
+  "IsUploadVideoOverCellularEnabled": TxType.PERSISTENT,
+# written: visiond
+# read:    visiond, controlsd
+  "CalibrationParams": TxType.PERSISTENT,
+# written: visiond
+# read:    visiond, ui
+  "CloudCalibration": TxType.PERSISTENT,
+# written: controlsd
+# read:    radard
+  "CarParams": TxType.CLEAR_ON_CAR_START,
+
+  "Passive": TxType.PERSISTENT,
+  "DoUninstall": TxType.CLEAR_ON_MANAGER_START,
+  "ShouldDoUpdate": TxType.CLEAR_ON_MANAGER_START,
+  "IsUpdateAvailable": TxType.PERSISTENT,
+
+  "RecordFront": TxType.PERSISTENT,
+}
+
+def fsync_dir(path):
+  fd = os.open(path, os.O_RDONLY)
+  try:
+    os.fsync(fd)
+  finally:
+    os.close(fd)
+
+
+class FileLock(object):
+  def __init__(self, path, create):
+    self._path = path
+    self._create = create
+    self._fd = None
+
+  def acquire(self):
+    self._fd = os.open(self._path, os.O_CREAT if self._create else 0)
+    fcntl.flock(self._fd, fcntl.LOCK_EX)
+
+  def release(self):
+    if self._fd is not None:
+      os.close(self._fd)
+      self._fd = None
+
+
+class DBAccessor(object):
+  def __init__(self, path):
+    self._path = path
+    self._vals = None
+
+  def keys(self):
+    self._check_entered()
+    return self._vals.keys()
+
+  def get(self, key):
+    self._check_entered()
+    try:
+      return self._vals[key]
+    except KeyError:
+      return None
+
+  def _get_lock(self, create):
+    lock = FileLock(os.path.join(self._path, ".lock"), create)
+    lock.acquire()
+    return lock
+
+  def _read_values_locked(self):
+    """Callers should hold a lock while calling this method."""
+    vals = {}
+    try:
+      data_path = self._data_path()
+      keys = os.listdir(data_path)
+      for key in keys:
+        with open(os.path.join(data_path, key), "rb") as f:
+          vals[key] = f.read()
+    except (OSError, IOError) as e:
+      # Either the DB hasn't been created yet, or somebody wrote a bug and left the DB in an
+      # inconsistent state. Either way, return empty.
+      if e.errno == errno.ENOENT:
+        return {}
+
+    return vals
+
+  def _data_path(self):
+    return os.path.join(self._path, "d")
+
+  def _check_entered(self):
+    if self._vals is None:
+      raise Exception("Must call __enter__ before using DB")
+
+
+class DBReader(DBAccessor):
+  def __enter__(self):
+    try:
+      lock = self._get_lock(False)
+    except OSError as e:
+      # Do not create lock if it does not exist.
+      if e.errno == errno.ENOENT:
+        self._vals = {}
+        return self
+
+    try:
+      # Read everything.
+      self._vals = self._read_values_locked()
+      return self
+    finally:
+      lock.release()
+
+  def __exit__(self, type, value, traceback): pass
+
+
+class DBWriter(DBAccessor):
+  def __init__(self, path):
+    super(DBWriter, self).__init__(path)
+    self._lock = None
+    self._prev_umask = None
+
+  def put(self, key, value):
+    self._vals[key] = value
+
+  def delete(self, key):
+    self._vals.pop(key, None)
+
+  def __enter__(self):
+    mkdirs_exists_ok(self._path)
+
+    # Make sure we can write and that permissions are correct.
+    self._prev_umask = os.umask(0)
+
+    try:
+      os.chmod(self._path, 0o777)
+      self._lock = self._get_lock(True)
+      self._vals = self._read_values_locked()
+    except:
+      os.umask(self._prev_umask)
+      self._prev_umask = None
+      raise
+
+    return self
+
+  def __exit__(self, type, value, traceback):
+    self._check_entered()
+
+    try:
+      # data_path refers to the externally used path to the params. It is a symlink.
+      # old_data_path is the path currently pointed to by data_path.
+      # tempdir_path is a path where the new params will go, which the new data path will point to.
+      # new_data_path is a temporary symlink that will atomically overwrite data_path.
+      #
+      # The current situation is:
+      #   data_path -> old_data_path
+      # We're going to write params data to tempdir_path
+      #   tempdir_path -> params data
+      # Then point new_data_path to tempdir_path
+      #   new_data_path -> tempdir_path
+      # Then atomically overwrite data_path with new_data_path
+      #   data_path -> tempdir_path
+      old_data_path = None
+      new_data_path = None
+      tempdir_path = tempfile.mkdtemp(prefix=".tmp", dir=self._path)
+
+      try:
+        # Write back all keys.
+        os.chmod(tempdir_path, 0o777)
+        for k, v in self._vals.items():
+          with open(os.path.join(tempdir_path, k), "wb") as f:
+            f.write(v)
+            f.flush()
+            os.fsync(f.fileno())
+        fsync_dir(tempdir_path)
+
+        data_path = self._data_path()
+        try:
+          old_data_path = os.path.join(self._path, os.readlink(data_path))
+        except (OSError, IOError):
+          # NOTE(mgraczyk): If other DB implementations have bugs, this could cause
+          #                 copies to be left behind, but we still want to overwrite.
+          pass
+
+        new_data_path = "{}.link".format(tempdir_path)
+        os.symlink(os.path.basename(tempdir_path), new_data_path)
+        os.rename(new_data_path, data_path)
+        fsync_dir(self._path)
+      finally:
+        # If the rename worked, we can delete the old data. Otherwise delete the new one.
+        success = new_data_path is not None and os.path.exists(data_path) and (
+          os.readlink(data_path) == os.path.basename(tempdir_path))
+
+        if success:
+          if old_data_path is not None:
+            shutil.rmtree(old_data_path)
+        else:
+          shutil.rmtree(tempdir_path)
+
+        # Regardless of what happened above, there should be no link at new_data_path.
+        if new_data_path is not None and os.path.islink(new_data_path):
+          os.remove(new_data_path)
+    finally:
+      os.umask(self._prev_umask)
+      self._prev_umask = None
+
+      # Always release the lock.
+      self._lock.release()
+      self._lock = None
+
+
+
+class JSDB(object):
+  def __init__(self, fn):
+    self._fn = fn
+
+  def begin(self, write=False):
+    if write:
+      return DBWriter(self._fn)
+    else:
+      return DBReader(self._fn)
+
+class Params(object):
+  def __init__(self, db='/data/params'):
+    self.env = JSDB(db)
+
+  def _clear_keys_with_type(self, tx_type):
+    with self.env.begin(write=True) as txn:
+      for key in keys:
+        if keys[key] == tx_type:
+          txn.delete(key)
+
+  def manager_start(self):
+    self._clear_keys_with_type(TxType.CLEAR_ON_MANAGER_START)
+
+  def car_start(self):
+    self._clear_keys_with_type(TxType.CLEAR_ON_CAR_START)
+
+  def delete(self, key):
+    with self.env.begin(write=True) as txn:
+      txn.delete(key)
+
+  def get(self, key, block=False):
+    if key not in keys:
+      raise UnknownKeyName(key)
+
+    while 1:
+      with self.env.begin() as txn:
+        ret = txn.get(key)
+      if not block or ret is not None:
+        break
+      # is polling really the best we can do?
+      time.sleep(0.05)
+    return ret
+
+  def put(self, key, dat):
+    if key not in keys:
+      raise UnknownKeyName(key)
+
+    with self.env.begin(write=True) as txn:
+      txn.put(key, dat)
+    print "set", key
+
+if __name__ == "__main__":
+  params = Params()
+  if len(sys.argv) > 2:
+    params.put(sys.argv[1], sys.argv[2])
+  else:
+    for k in keys:
+      pp = params.get(k)
+      if pp is None:
+        print k, "is None"
+      elif all(ord(c) < 128 and ord(c) >= 32 for c in pp):
+        print k, pp
+      else:
+        print k, pp.encode("hex")
+
+  # Test multiprocess:
+  # seq 0 100000 | xargs -P20 -I{} python common/params.py DongleId {} && sleep 0.05
+  # while python common/params.py DongleId; do sleep 0.05; done
@@ -0,0 +1,46 @@
+import time
+
+class Profiler(object):
+  def __init__(self, enabled=False):
+    self.enabled = enabled
+    self.cp = {}
+    self.cp_ignored = []
+    self.iter = 0
+    self.start_time = time.time()
+    self.last_time = self.start_time
+    self.tot = 0.
+
+  def reset(self, enabled=False):
+    self.enabled = enabled
+    self.cp = {}
+    self.cp_ignored = []
+    self.iter = 0
+    self.start_time = time.time()
+    self.last_time = self.start_time
+
+  def checkpoint(self, name, ignore=False):
+    # ignore flag needed when benchmarking threads with ratekeeper
+    if not self.enabled:
+      return
+    tt = time.time()
+    if name not in self.cp:
+      self.cp[name] = 0.
+      if ignore:
+        self.cp_ignored.append(name)
+    self.cp[name] += tt - self.last_time
+    if not ignore:
+      self.tot += tt - self.last_time
+    self.last_time = tt
+
+  def display(self):
+    if not self.enabled:
+      return
+    self.iter += 1
+    print "******* Profiling *******"
+    for n, ms in sorted(self.cp.items(), key=lambda x: -x[1]):
+      if n in self.cp_ignored:
+        print "%30s: %7.2f   percent: %3.0f" % (n, ms*1000.0, ms/self.tot*100), "  IGNORED"
+      else:
+        print "%30s: %7.2f   percent: %3.0f" % (n, ms*1000.0, ms/self.tot*100)
+    print "Iter clock: %2.6f   TOTAL: %2.2f" % (self.tot/self.iter, self.tot)
+
@@ -0,0 +1,110 @@
+"""Utilities for reading real time clocks and keeping soft real time constraints."""
+import os
+import time
+import platform
+import threading
+import subprocess
+import multiprocessing
+
+from cffi import FFI
+ffi = FFI()
+ffi.cdef("""
+
+typedef int clockid_t;
+struct timespec {
+    long tv_sec;   /* Seconds.  */
+    long tv_nsec;  /* Nanoseconds.  */
+};
+int clock_gettime (clockid_t clk_id, struct timespec *tp);
+
+long syscall(long number, ...);
+
+"""
+)
+libc = ffi.dlopen(None)
+
+
+# see <linux/time.h>
+CLOCK_MONOTONIC_RAW = 4
+CLOCK_BOOTTIME = 7
+
+if platform.system() != 'Darwin' and hasattr(libc, 'clock_gettime'):
+  c_clock_gettime = libc.clock_gettime
+
+  tlocal = threading.local()
+  def clock_gettime(clk_id):
+    if not hasattr(tlocal, 'ts'):
+      tlocal.ts = ffi.new('struct timespec *')
+
+    ts = tlocal.ts
+
+    r = c_clock_gettime(clk_id, ts)
+    if r != 0:
+      raise OSError("clock_gettime")
+    return ts.tv_sec + ts.tv_nsec * 1e-9
+else:
+  # hack. only for OS X < 10.12
+  def clock_gettime(clk_id):
+    return time.time()
+
+def monotonic_time():
+  return clock_gettime(CLOCK_MONOTONIC_RAW)
+
+def sec_since_boot():
+  return clock_gettime(CLOCK_BOOTTIME)
+
+
+def set_realtime_priority(level):
+  if os.getuid() != 0:
+    print("not setting priority, not root")
+    return
+  if platform.machine() == "x86_64":
+    NR_gettid = 186
+  elif platform.machine() == "aarch64":
+    NR_gettid = 178
+  else:
+    raise NotImplementedError
+
+  tid = libc.syscall(NR_gettid)
+  return subprocess.call(['chrt', '-f', '-p', str(level), str(tid)])
+
+
+class Ratekeeper(object):
+  def __init__(self, rate, print_delay_threshold=0.):
+    """Rate in Hz for ratekeeping. print_delay_threshold must be nonnegative."""
+    self._interval = 1. / rate
+    self._next_frame_time = sec_since_boot() + self._interval
+    self._print_delay_threshold = print_delay_threshold
+    self._frame = 0
+    self._remaining = 0
+    self._process_name = multiprocessing.current_process().name
+
+  @property
+  def frame(self):
+    return self._frame
+
+  @property
+  def remaining(self):
+    return self._remaining
+
+  # Maintain loop rate by calling this at the end of each loop
+  def keep_time(self):
+    lagged = self.monitor_time()
+    if self._remaining > 0:
+      time.sleep(self._remaining)
+    return lagged
+
+  # this only monitor the cumulative lag, but does not enforce a rate
+  def monitor_time(self):
+    lagged = False
+    remaining = self._next_frame_time - sec_since_boot()
+    self._next_frame_time += self._interval
+    if remaining < -self._print_delay_threshold:
+      print("%s lagging by %.2f ms" % (self._process_name, -remaining * 1000))
+      lagged = True
+    self._frame += 1
+    self._remaining = remaining
+    return lagged
+
+if __name__ == "__main__":
+  print sec_since_boot()
@@ -0,0 +1,9 @@
+import os
+from nose.tools import nottest
+
+def phone_only(x):
+  if os.path.isfile("/init.qcom.rc"):
+    return x
+  else:
+    return nottest(x)
+
@@ -0,0 +1,106 @@
+import numpy as np
+"""
+Coordinate transformation module. All methods accept arrays as input
+with each row as a position.
+"""
+
+
+
+a = 6378137
+b = 6356752.3142
+esq = 6.69437999014 * 0.001
+e1sq = 6.73949674228 * 0.001
+
+
+def geodetic2ecef(geodetic):
+  geodetic = np.array(geodetic)
+  input_shape = geodetic.shape
+  geodetic = np.atleast_2d(geodetic)
+  lat = (np.pi/180)*geodetic[:,0]
+  lon = (np.pi/180)*geodetic[:,1]
+  alt = geodetic[:,2]
+
+  xi = np.sqrt(1 - esq * np.sin(lat)**2)
+  x = (a / xi + alt) * np.cos(lat) * np.cos(lon)
+  y = (a / xi + alt) * np.cos(lat) * np.sin(lon)
+  z = (a / xi * (1 - esq) + alt) * np.sin(lat)
+  ecef = np.array([x, y, z]).T
+  return ecef.reshape(input_shape)
+
+
+def ecef2geodetic(ecef):
+  """
+  Convert ECEF coordinates to geodetic using ferrari's method
+  """
+  def ferrari(x, y, z):
+    # ferrari's method
+    r = np.sqrt(x * x + y * y)
+    Esq = a * a - b * b
+    F = 54 * b * b * z * z
+    G = r * r + (1 - esq) * z * z - esq * Esq
+    C = (esq * esq * F * r * r) / (pow(G, 3))
+    S = np.cbrt(1 + C + np.sqrt(C * C + 2 * C))
+    P = F / (3 * pow((S + 1 / S + 1), 2) * G * G)
+    Q = np.sqrt(1 + 2 * esq * esq * P)
+    r_0 =  -(P * esq * r) / (1 + Q) + np.sqrt(0.5 * a * a*(1 + 1.0 / Q) - \
+          P * (1 - esq) * z * z / (Q * (1 + Q)) - 0.5 * P * r * r)
+    U = np.sqrt(pow((r - esq * r_0), 2) + z * z)
+    V = np.sqrt(pow((r - esq * r_0), 2) + (1 - esq) * z * z)
+    Z_0 = b * b * z / (a * V)
+    h = U * (1 - b * b / (a * V))
+    lat = (180/np.pi)*np.arctan((z + e1sq * Z_0) / r)
+    lon = (180/np.pi)*np.arctan2(y, x)
+    return lat, lon, h
+
+  geodetic = []
+  ecef = np.array(ecef)
+  input_shape = ecef.shape
+  ecef = np.atleast_2d(ecef)
+  for p in ecef:
+    geodetic.append(ferrari(*p))
+  geodetic = np.array(geodetic)
+  return geodetic.reshape(input_shape)
+
+
+
+class LocalCoord(object):
+  """
+   Allows conversions to local frames. In this case NED.
+   That is: North East Down from the start position in
+   meters.
+  """
+  def __init__(self, init_geodetic, init_ecef):
+    self.init_ecef = init_ecef
+    lat, lon, _ = (np.pi/180)*np.array(init_geodetic)
+    self.ned2ecef_matrix = np.array([[-np.sin(lat)*np.cos(lon), -np.sin(lon), -np.cos(lat)*np.cos(lon)],
+                                     [-np.sin(lat)*np.sin(lon), np.cos(lon), -np.cos(lat)*np.sin(lon)],
+                                     [np.cos(lat), 0, -np.sin(lat)]])
+    self.ecef2ned_matrix = self.ned2ecef_matrix.T
+
+  @classmethod
+  def from_geodetic(cls, init_geodetic):
+    init_ecef = geodetic2ecef(init_geodetic)
+    return LocalCoord(init_geodetic, init_ecef)
+
+  @classmethod
+  def from_ecef(cls, init_ecef):
+    init_geodetic = ecef2geodetic(init_ecef)
+    return LocalCoord(init_geodetic, init_ecef)
+
+
+  def ecef2ned(self, ecef):
+    ecef = np.array(ecef)
+    return np.dot(self.ecef2ned_matrix, (ecef - self.init_ecef).T).T
+
+  def ned2ecef(self, ned):
+    ned = np.array(ned)
+    # Transpose so that init_ecef will broadcast correctly for 1d or 2d ned.
+    return (np.dot(self.ned2ecef_matrix, ned.T).T + self.init_ecef)
+
+  def geodetic2ned(self, geodetic):
+    ecef = geodetic2ecef(geodetic)
+    return self.ecef2ned(ecef)
+
+  def ned2geodetic(self, ned):
+    ecef = self.ned2ecef(ned)
+    return ecef2geodetic(ecef)
@@ -1,4 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
-exec "${ROOT_DIR}/scripts/host_tool_runner.sh" "$@"
@@ -1,410 +0,0 @@
-<!--- AUTOGENERATED FROM openpilot/selfdrive/car/CARS_template.md, DO NOT EDIT. --->
-
-# Supported Cars
-
-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.
-
-# 335 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 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 2022-24|All|openpilot available[<sup>1,5</sup>](#footnotes)|0 mph|43 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 MDX 2022-24">Buy Here</a></sub></details>|||
-|Acura|MDX 2025-26|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 2025-26">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>1,5</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 2021-22|All|openpilot available[<sup>1,5</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 2021-22">Buy Here</a></sub></details>|||
-|Acura|TLX 2025|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=Acura TLX 2025">Buy Here</a></sub></details>|||
-|Audi[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></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" /></a>||
-|CUPRA[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>|||
-|CUPRA|Born 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot[<sup>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 OBD-C cable (2 ft)<br>- 1 VW MEB 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 Born 2021-23">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 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" /></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 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" /></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 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" /></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 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" /></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 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" /></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 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" /></a>|
-|Ford|Focus 2018-22[<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 2018-22">Buy Here</a></sub></details>|||
-|Ford|Focus Hybrid 2018-22[<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 2018-22">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 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" /></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 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" /></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 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" /></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 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" /></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" /></a>||
-|Honda|Accord 2018-22|All|openpilot available[<sup>1,5</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" /></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>1,5</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 2023-26|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 Accord Hybrid 2023-26">Buy Here</a></sub></details>|||
-|Honda|City (Brazil only) 2023|All|openpilot available[<sup>1,5</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" /></a>||
-|Honda|Civic 2019-21|All|openpilot available[<sup>1,5</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" /></a>||
-|Honda|Civic 2022-26|All|openpilot available[<sup>1,5</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 2022-26">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1,5</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>1,5</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>1,5</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" /></a>||
-|Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1,5</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>1,5</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>1,5</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>1,5</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>1,5</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 2023-26|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 Hybrid 2023-26">Buy Here</a></sub></details>|||
-|Honda|e 2020|All|openpilot available[<sup>1,5</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 2023-27|All|openpilot available[<sup>1,5</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 2023-27">Buy Here</a></sub></details>|||
-|Honda|Insight 2019-22|All|openpilot available[<sup>1,5</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>1,5</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>1,5</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>1,5</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|Odyssey (Singapore) 2021|Honda Sensing|openpilot|19 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 (Singapore) 2021">Buy Here</a></sub></details>|||
-|Honda|Odyssey (Taiwan) 2018-19|Honda Sensing|openpilot|19 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 (Taiwan) 2018-19">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" /></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" /></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 6 (without HDA II) 2023-24|Highway Driving Assist|Stock|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 Ioniq 6 (without 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" /></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" /></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" /></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" /></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" /></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" /></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>|||
-|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|K7 2017|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 K7 2017">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" /></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" /></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" /></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" /></a>||
-|Kia|Niro EV (with HDA II) 2024-25|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) 2024-25">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 2023-24|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 Niro Hybrid 2023-24">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" /></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" /></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" /></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" /></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|LS 2018|All except Lexus Safety System+ A|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 LS 2018">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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|MAN[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></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" /></a>||
-|Nissan[<sup>6</sup>](#footnotes)|Altima 2019-24|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 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 2019-24">Buy Here</a></sub></details>|||
-|Nissan[<sup>6</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 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" /></a>||
-|Nissan[<sup>6</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 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>6</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 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 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/dflSSGQwYNc" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></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 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/dflSSGQwYNc" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|SEAT[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>7</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 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>7</sup>](#footnotes)|Stock|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" /></a>||
-|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>7</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 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>7</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 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>7</sup>](#footnotes)|Stock|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>7</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 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>7</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>7</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>7</sup>](#footnotes)|Stock|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" /></a>||
-|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>7</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 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>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 OBD-C cable (2 ft)<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>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 OBD-C cable (2 ft)<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>17</sup>](#footnotes)|||
-|Škoda[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>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 OBD-C cable (2 ft)<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>17</sup>](#footnotes)|||
-|Škoda[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>10</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>9</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 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>10</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>9</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 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>10</sup>](#footnotes)|Model Y (with HW3) 2020-24[<sup>9</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 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) 2020-24">Buy Here</a></sub></details>|||
-|Tesla[<sup>10</sup>](#footnotes)|Model Y (with HW4) 2023-25[<sup>9</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 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) 2023-25">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>11</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" /></a>||
-|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>11</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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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" /></a>||
-|Volkswagen|ID.4 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot[<sup>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 OBD-C cable (2 ft)<br>- 1 VW MEB 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 ID.4 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|ID.4 2024-25|Adaptive Cruise Control (ACC) & Lane Assist|openpilot[<sup>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 OBD-C cable (2 ft)<br>- 1 VW MEB 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 ID.4 2024-25">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>12</sup>](#footnotes)|Jetta 2019-23|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 OBD-C cable (2 ft)<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 2019-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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>1,16</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<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>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 OBD-C cable (2 ft)<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>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 OBD-C cable (2 ft)<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>17</sup>](#footnotes)|||
-|Volkswagen[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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[<sup>12</sup>](#footnotes)|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 OBD-C cable (2 ft)<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 `nightly-dev`. <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>Enabling longitudinal control (alpha) will disable all CMBS functionality, including AEB and FCW. <br />
-<sup>6</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br />
-<sup>7</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
-<sup>8</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
-<sup>9</sup>Model years 2023 and 2024 can have either hardware type, depending on build date and factory. 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>10</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
-<sup>11</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>12</sup>The J533 harness plugs in at the CAN gateway under the dashboard, just above the steering column. More information can be found at <a href="https://docs.howtocomma.com/docs/j533-harness-install" target="_blank">this guide</a>. <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 four 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 />
-
-## 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/).
-
-# Don't see your car here?
-
-**openpilot can support many more cars than it currently does.** There are a few reasons your car may not be supported.
-If your car doesn't fit into any of the incompatibility criteria here, then there's a good chance it can be supported! We're adding support for new cars all the time. **We don't have a roadmap for car support**, and in fact, most car support comes from users like you!
-
-### Which cars are able to be supported?
-
-openpilot uses the existing steering, gas, and brake interfaces in your car. If your car lacks any one of these interfaces, openpilot will not be able to control the car. If your car has [ACC](https://en.wikipedia.org/wiki/Adaptive_cruise_control) and any form of [LKAS](https://en.wikipedia.org/wiki/Automated_Lane_Keeping_Systems)/[LCA](https://en.wikipedia.org/wiki/Lane_centering), then it almost certainly has these interfaces. These features generally started shipping on cars around 2016. Note that manufacturers will often make their own [marketing terms](https://en.wikipedia.org/wiki/Adaptive_cruise_control#Vehicle_models_supporting_adaptive_cruise_control) for these features, such as Hyundai's "Smart Cruise Control" branding of Adaptive Cruise Control.
-
-If your car has the following packages or features, then it's a good candidate for support.
-
-| Make | Required Package/Features |
-| ---- | ------------------------- |
-| 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. |
-| Nissan | Any car with ProPILOT will likely work. |
-| Toyota & Lexus | Any car that has Toyota/Lexus Safety Sense with "Lane Departure Alert with Steering Assist (LDA w/SA)" and/or "Lane Tracing Assist (LTA)" will work. Note that LDA without Steering Assist will not work. These features come standard on most newer models. |
-| Hyundai, Kia, & Genesis | Any car with Smart Cruise Control (SCC) and Lane Following Assist (LFA) or Lane Keeping Assist (LKAS) will work. LKAS/LFA comes standard on most newer models. Any form of SCC will work, such as NSCC. |
-| Chrysler, Jeep, & Ram | Any car with LaneSense and Adaptive Cruise Control will likely work. These come standard on many newer models. |
-
-### FlexRay
-
-All the cars that openpilot supports use a [CAN bus](https://en.wikipedia.org/wiki/CAN_bus) for communication between all the car's computers, however a CAN bus isn't the only way that the computers in your car can communicate. Most, if not all, vehicles from the following manufacturers use [FlexRay](https://en.wikipedia.org/wiki/FlexRay) instead of a CAN bus: **BMW, Mercedes, Audi, Land Rover, and some Volvo**. These cars may one day be supported, but we have no immediate plans to support FlexRay.
-
-### Toyota Security
-
-openpilot does not yet support these Toyota models due to a new message authentication method.
-[Vote](https://comma.ai/shop#toyota-security) if you'd like to see openpilot support on these models.
-
-* Toyota RAV4 Prime 2021+
-* Toyota Sienna 2021+
-* Toyota Venza 2021+
-* Toyota Sequoia 2023+
-* Toyota Tundra 2022+
-* Toyota Highlander 2024+
-* Toyota Corolla Cross 2022+ (only US model)
-* Toyota Camry 2025+
-* Lexus NX 2022+
-* Toyota bZ4x 2023+
-* Subaru Solterra 2023+
@@ -1,33 +0,0 @@
-# Contributing to StarPilot
-
-Start with the [project overview](../README.md), [build guide](how-to/laptop-device-build.md), and [developer commands](../tools/STARPILOT_DEVELOPMENT.md).
-
-## Scope and behavior
-
-Keep each change focused on one feature or defect. Describe the behavior before and after the change, the affected vehicle configurations or interfaces, and how it was verified. Preserve intentional StarPilot behavior and familiar controls unless the change explicitly proposes a different experience.
-
-Prefer small integration points around upstream interfaces. Keep feature settings, state, and side effects with their owning feature. Shared code should express a real common contract, with regression coverage for the features that use it. Comments should explain an invariant, protocol requirement, or non-obvious decision.
-
-## Interfaces and dependencies
-
-Follow cereal's [custom-fork guidance](../openpilot/cereal/README.md#custom-forks). Preserve upstream message definitions and field meanings; put fork-specific messaging in the custom schema. Vehicle support outside an upstream platform's contract needs a distinct platform identity and corresponding interface and safety evidence.
-
-Dependencies are tracked source folders. Use the [vendoring workflow](../tools/vendor/README.md), retain provenance and licenses, and review local changes when updating an upstream revision.
-
-## Verification
-
-Run checks appropriate to the change and describe the result in the pull request:
-
- For a bug fix, demonstrate the failure and the corrected behavior.
- For driving behavior, compare against the intended source behavior or recorded evidence and cover engagement, override, reset, and relevant limits.
- For vehicle or safety changes, identify the exact configuration and run the affected interface and native safety checks.
- For UI changes, inspect the affected interface at its actual size and preserve the intended interactions.
- For performance changes, provide a reproducible comparison and distinguish a component benchmark from whole-system performance.
-
-Keep automated tests, bench observations, and driving results separate. State what remains unverified rather than broadening a narrow result into a fleet-wide claim.
-
-## Commit history
-
-Use concise feature or behavior names. Keep related changes together, including their tests and documentation. Preserve ordinary follow-up commits so contributors can follow changes.
-
-The original [openpilot contribution guide](https://github.com/commaai/openpilot/blob/521db4c825d37eb5f29acf955daa88da003e4433/docs/CONTRIBUTING.md) documents upstream's process. Changes intended for comma's openpilot should follow that project's contribution requirements.
@@ -1,30 +0,0 @@
-# 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
@@ -1,11 +0,0 @@
-# Integration with Stock Features
-
-In all supported cars:
-* Stock Lane Keep Assist (LKA) and stock ALC are replaced by openpilot ALC, which only functions when openpilot is engaged by the user.
-* Stock LDW is replaced by openpilot LDW.
-
-Additionally, on specific supported cars (see ACC column in [supported cars](CARS.md)):
-* Stock ACC is replaced by openpilot ACC.
-* openpilot FCW operates in addition to stock FCW.
-
-openpilot should preserve all other vehicle's stock features, including, but not limited to: FCW, Automatic Emergency Braking (AEB), auto high-beam, blind spot warning, and side collision warning.
@@ -1,58 +0,0 @@
-# Limitations
-## Limitations of openpilot ALC and LDW
-
-openpilot ALC and openpilot LDW do not automatically drive the vehicle or reduce the amount of attention that must be paid to operate your vehicle. The driver must always keep control of the steering wheel and be ready to correct the openpilot ALC action at all times.
-
-While changing lanes, openpilot is not capable of looking next to you or checking your blind spot. Only nudge the wheel to initiate a lane change after you have confirmed it's safe to do so.
-
-Many factors can impact the performance of openpilot ALC and openpilot LDW, causing them to be unable to function as intended. These include, but are not limited to:
-
-* Poor visibility (heavy rain, snow, fog, etc.) or weather conditions that may interfere with sensor operation.
-* The road facing camera is obstructed, covered or damaged by mud, ice, snow, etc.
-* Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle.
-* The device is mounted incorrectly.
-* When in sharp curves, like on-off ramps, intersections etc...; openpilot is designed to be limited in the amount of steering torque it can produce.
-* In the presence of restricted lanes or construction zones.
-* When driving on highly banked roads or in presence of strong cross-wind.
-* Extremely hot or cold temperatures.
-* Bright light (due to oncoming headlights, direct sunlight, etc.).
-* Driving on hills, narrow, or winding roads.
-
-The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times.
-
-## Limitations of openpilot ACC and FCW
-
-openpilot ACC and openpilot FCW are not systems that allow careless or inattentive driving. It is still necessary for the driver to pay close attention to the vehicle’s surroundings and to be ready to re-take control of the gas and the brake at all times.
-
-Many factors can impact the performance of openpilot ACC and openpilot FCW, causing them to be unable to function as intended. These include, but are not limited to:
-
-* Poor visibility (heavy rain, snow, fog, etc.) or weather conditions that may interfere with sensor operation.
-* The road facing camera or radar are obstructed, covered, or damaged by mud, ice, snow, etc.
-* Obstruction caused by applying excessive paint or adhesive products (such as wraps, stickers, rubber coating, etc.) onto the vehicle.
-* The device is mounted incorrectly.
-* Approaching a toll booth, a bridge or a large metal plate.
-* When driving on roads with pedestrians, cyclists, etc...
-* In presence of traffic signs or stop lights, which are not detected by openpilot at this time.
-* When the posted speed limit is below the user selected set speed. openpilot does not detect speed limits at this time.
-* In presence of vehicles in the same lane that are not moving.
-* When abrupt braking maneuvers are required. openpilot is designed to be limited in the amount of deceleration and acceleration that it can produce.
-* When surrounding vehicles perform close cut-ins from neighbor lanes.
-* Driving on hills, narrow, or winding roads.
-* Extremely hot or cold temperatures.
-* Bright light (due to oncoming headlights, direct sunlight, etc.).
-* Interference from other equipment that generates radar waves.
-
-The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. It is the driver's responsibility to be in control of the vehicle at all times.
-
-## Limitations of openpilot DM
-
-openpilot DM should not be considered an exact measurement of the alertness of the driver.
-
-Many factors can impact the performance of openpilot DM, causing it to be unable to function as intended. These include, but are not limited to:
-
-* Low light conditions, such as driving at night or in dark tunnels.
-* Bright light (due to oncoming headlights, direct sunlight, etc.).
-* The driver's face is partially or completely outside field of view of the cabin camera.
-* The cabin camera is obstructed, covered, or damaged.
-
-The list above does not represent an exhaustive list of situations that may interfere with proper operation of openpilot components. A driver should not rely on openpilot DM to assess their level of attention.
@@ -1,14 +0,0 @@
-# Docs development
-
-The `docs/` tree is the source for [docs.comma.ai](https://docs.comma.ai).
-The site is updated on pushes to master by this [workflow](../.github/workflows/docs.yaml).
-
-**1. Build the site**
-``` bash
-op docs --build
-```
-
-**2. Run the site locally** (rebuilds on change)
-``` bash
-op docs
-```
@@ -1,46 +0,0 @@
-# Safety
-
-openpilot is an Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC) system.
-Like other ACC and ALC systems, openpilot is a failsafe passive system and it requires the
-driver to be alert and to pay attention at all times.
-
-To assist the driver in maintaining alertness, openpilot includes a driver monitoring feature
-that alerts when it detects driver distraction.
-
-However, even with an attentive driver, we must make further efforts for the system to be
-safe. We repeat, **driver alertness is necessary, but not sufficient, for openpilot to be
-used safely** and openpilot is provided with no warranty of fitness for any purpose.
-
-openpilot is developed in good faith to be compliant with FMVSS requirements and to follow
-industry standards of safety for Level 2 Driver Assistance Systems. In particular, we observe
-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.
-
-Following Hazard and Risk Analysis and FMEA, at a very high level, we have designed openpilot
-ensuring two main safety requirements.
-
-1. The driver must always be capable to immediately retake manual control of the vehicle,
-   by stepping on the brake pedal or by pressing the cancel button.
-2. The vehicle must not alter its trajectory too quickly for the driver to safely
-   react. This means that while the system is engaged, the actuators are constrained
-   to operate within reasonable limits[^1].
-
-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).
-
-[^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/openpilot/selfdrive/monitoring)
-* Do not disable or nerf [excessive actuation checks](https://github.com/commaai/openpilot/tree/master/openpilot/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.**
@@ -1 +0,0 @@
-../../openpilot/selfdrive/assets/icons_mici/settings/comma_icon.png
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@@ -1,27 +0,0 @@
-# Logging
-
-openpilot records routes in one minute chunks called segments. A route starts on the rising edge of ignition and ends on the falling edge.
-
-Check out our [Python library](https://github.com/commaai/openpilot/blob/master/openpilot/tools/lib/logreader.py) for reading openpilot logs. Also checkout our [tools](https://github.com/commaai/openpilot/tree/master/openpilot/tools) to replay and view your data. These are the same tools we use to debug and develop openpilot.
-
-For each segment, openpilot records the following log types:
-
-## rlog.zst
-
-rlogs contain all the messages passed amongst openpilot's processes. See [openpilot/cereal/services.py](https://github.com/commaai/openpilot/blob/master/openpilot/cereal/services.py) for a list of all the logged services. They're a zstd archive of the serialized [Cap’n Proto](https://capnproto.org/) messages.
-
-## camera video files
-
-Each camera stream is H.265 encoded and written to its respective file.
-
-* `fcamera.hevc` is the narrow road camera (the main forward camera)
-* `ecamera.hevc` is the wide road camera
-* `dcamera.hevc` is the cabin camera
-
-## qlog.zst & qcamera.ts
-
-qlogs are a decimated subset of the rlogs. Check out [openpilot/cereal/services.py](https://github.com/commaai/openpilot/blob/master/openpilot/cereal/services.py) for the decimation.
-
-qcameras are H.264 encoded, lower res versions of the fcamera.hevc. The video shown in [comma connect](https://connect.comma.ai/) is from the qcameras.
-
-qlogs and qcameras are designed to be small enough to upload instantly on slow internet, yet useful enough for most analysis and debugging.
@@ -1 +0,0 @@
-../SAFETY.md
@@ -1 +0,0 @@
-# Architecture
@@ -1,36 +0,0 @@
-# How to Give Feedback
-
-Feedback is one of the highest leverage ways to contribute to openpilot as a user.
-
-## Driving
-
-Got feedback about how your car drives?
-Join the community Discord, then use the form in `#submit-feedback`.
-
-Before posting feedback, please ensure:
-
- **openpilot is up to date** you should be on the latest openpilot release or nightly
- **both road-facing cameras have a clear view** your windshield is clean, lenses are clean, etc.
- **your device is mounted properly** your device must be mounted horizontally center and relatively high on the windshield
-
-## Driver Monitoring
-
-If you find DM annoying while being perfectly attentive, these are likely false positives and we want to fix them!
-In general, driver monitoring feedback is very actionable, and we can fix your complaint within a release cycle.
-
-To post your feedback:
-
-1. Join the [community Discord](https://discord.comma.ai).
-2. If cabin camera recording is toggled off, temporarily enable cabin camera recording in the settings until you reproduce the issue.
-3. Using comma connect, identify the relevant segment and upload the segment's logs and cabin camera.
-4. Post the segment in the `#openpilot-experience` channel on Discord with a good description.
-
-Before posting feedback, please ensure:
-
- **openpilot is up to date** you should be on the latest openpilot release or nightly
- **the cabin camera has a clear view of the driver** ensure nothing blocks view of the driver (e.g. a cable), the lens is clean, etc.
- **your device is mounted properly** your device must be mounted horizontally center and relatively high on the windshield
-
-## Other bugs
-
-Got an issue with something else? Open an issue on our [GitHub issue tracker](https://github.com/commaai/openpilot/issues/new/choose).
@@ -1,17 +0,0 @@
-# Roadmap
-
-This is the roadmap for the next major openpilot releases. Also check out
-
-* [Milestones](https://github.com/commaai/openpilot/milestones) for minor releases
-* [Projects](https://github.com/commaai/openpilot/projects?query=is%3Aopen) for shorter-term projects not tied to releases
-* [Bounties](https://comma.ai/bounties) for paid individual issues
-* [#current-projects](https://discord.com/channels/469524606043160576/1249579909739708446) in Discord for discussion on work-in-progress projects
-
-## openpilot 1.0
-
-openpilot 1.0 will feature a fully end-to-end driving policy.
-
-* End-to-end longitudinal control in Chill mode
-* Driver monitoring with sleep detection
-* Rolling updates/releases pushed out by CI
-* [panda safety 1.0](https://github.com/orgs/commaai/projects/27)
@@ -1,51 +0,0 @@
-# What is a car port?
-
-A car port enables openpilot support on a particular car. Each car model openpilot supports needs to be individually ported. The complexity of a car port varies depending on many factors including:
-
-* existing openpilot support for similar cars
-* architecture and APIs available in the car
-
-
-# Structure of a car port
-
-All car-specific code is contained in the [opendbc](https://github.com/commaai/opendbc) project.
-
-## opendbc
-
-Each car brand is supported by a standard interface structure in `opendbc/car/[brand]`:
-
-* `interface.py`: Interface for the car, defines the CarInterface class
-* `carstate.py`: Reads CAN messages from the car and builds openpilot CarState messages
-* `carcontroller.py`: Control logic for executing openpilot CarControl actions on the car
-* `[brand]can.py`: Composes CAN messages for carcontroller to send
-* `values.py`: Limits for actuation, general constants for cars, and supported car documentation
-* `radar_interface.py`: Interface for parsing radar points from the car, if applicable
-
-## safety
-
-* `opendbc/safety/modes/[brand].h`: Brand-specific safety logic
-* `opendbc/safety/tests/test_[brand].py`: Brand-specific safety CI tests
-
-## openpilot
-
-For historical reasons, openpilot still contains a small amount of car-specific logic. This will eventually be migrated to opendbc or otherwise removed.
-
-* `openpilot/selfdrive/car/car_specific.py`: Brand-specific event logic
-
-# How do I port car?
-
-[Jason Young](https://github.com/jyoung8607) gave a talk at COMMA_CON with an overview of the car porting process. The talk is available on YouTube:
-
-https://www.youtube.com/watch?v=XxPS5TpTUnI
-
-## Brand Port
-
-A brand port is a port of openpilot to a substantially new car brand or platform within a brand.
-
-Here's an example of one: https://github.com/commaai/openpilot/pull/23331.
-
-## Model Port
-
-A model port is a port of openpilot to a new car model within an already supported brand. Model ports are easier than brand ports because the car's existing APIs are already known.
-
-Here's an example of one: https://github.com/commaai/openpilot/pull/30672/.
@@ -1,100 +0,0 @@
-# connect to a comma 3X or comma four
-
-A comma device 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 the comma 3X, the serial console is accessible from the main OBD-C port, forwarded through the panda.
-Access it using `panda/scripts/som_debug.sh`.
-
-comma four also exposes a serial console, albeit through an internal debug connector. Dedicated debug hardware coming soon to the comma shop.
-
-Login to the default user with:
-
-  * Username: `comma`
-  * Password: `comma`
-
-## SSH
-
-In order to SSH into your device, you'll need a GitHub account with SSH keys. See this [GitHub article](https://docs.github.com/en/github/authenticating-to-github/connecting-to-github-with-ssh) for getting your account setup with SSH keys.
-
-* Enable SSH in your device's settings
-* Enter your GitHub username in the device's settings
-* Connect to your device
-    * Username: `comma`
-    * Port: `22`
-
-Here's an example command for connecting to your device using its tethered connection:<br />
-`ssh comma@192.168.43.1 -i ~/.ssh/my_github_key`
-
-For doing development work on device, it's recommended to use [SSH agent forwarding](https://docs.github.com/en/developers/overview/using-ssh-agent-forwarding).
-
-
-## ADB
-
-In order to use ADB on your device, you'll need to perform the following steps using the image below for reference:
-
-![comma 3/3x back](../assets/three-back.svg)
-
-* Plug your device into constant power using port 2, letting the device boot up
-* Enable ADB in your device's settings
-* Plug in your device to your PC using port 1
-* Connect to your device
-    * `adb shell` over USB
-    * `adb connect` over WiFi
-    * 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.
-
-For more info on ADB, see the [Android Debug Bridge (ADB) documentation](https://developer.android.com/tools/adb).
-
-### Notes
-
-The public keys are only fetched from your GitHub account once. In order to update your device's authorized keys, you'll need to re-enter your GitHub username.
-
-The `id_rsa` key in this directory only works while your device is in the setup state with no software installed. After installation, that default key will be removed.
-
-## ssh.comma.ai proxy
-
-With a [comma prime subscription](https://comma.ai/connect), you can SSH into your comma device from anywhere.
-
-With the below SSH configuration, you can type `ssh comma-{dongleid}` to connect to your device through `ssh.comma.ai`.
-
-```
-Host comma-*
-  Port 22
-  User comma
-  IdentityFile ~/.ssh/my_github_key
-  ProxyCommand ssh %h@ssh.comma.ai -W %h:%p
-
-Host ssh.comma.ai
-  Hostname ssh.comma.ai
-  Port 22
-  IdentityFile ~/.ssh/my_github_key
-```
-
-### One-off connection
-
-```
-ssh -i ~/.ssh/my_github_key -o ProxyCommand="ssh -i ~/.ssh/my_github_key -W %h:%p -p %p %h@ssh.comma.ai" comma@ffffffffffffffff
-```
-
-(Replace `ffffffffffffffff` with your dongle_id)
-
-### ssh.comma.ai host key fingerprint
-
-```
-Host key fingerprint is SHA256:X22GOmfjGb9J04IA2+egtdaJ7vW9Fbtmpz9/x8/W1X4
-+---[RSA 4096]----+
-|                 |
-|                 |
-|        .        |
-|         +   o   |
-|        S = + +..|
-|         + @ = .=|
-|        . B @ ++=|
-|         o * B XE|
-|         .o o OB/|
-+----[SHA256]-----+
-```
@@ -1,72 +0,0 @@
-# Laptop and device builds
-
-`./build` uses a Linux/ARM64 container and a matching AGNOS sysroot on a laptop. On an actual AGNOS/aarch64 device it runs SCons natively in that checkout, using the device Python environment and vendored source imports. It does not copy host-built model files into a device build. The container image pins Cap'n Proto 1.0.1 to the generated cereal contract in this tree.
-
-## Prepare the build environment
-
-Install Docker or Podman with Linux/ARM64 support. Run `scripts/laptop_device_build.sh doctor` to see which local prerequisites are missing. The first setup/build can download a container image, Python dependencies, and an AGNOS system image; run it only when you intend that network activity.
-
-To prepare without a physical device, run:
-
-```sh
-scripts/laptop_device_build.sh setup
-```
-
-To use an explicitly supplied device sysroot instead, run `scripts/laptop_device_build.sh setup-sysroot <device-host> [user] [ssh-port]`, then `scripts/laptop_device_build.sh build-image`. The build does not connect to a device or flash firmware. The compatibility alias `scripts/starpilot_build_flow.sh laptop-setup` invokes the same explicit setup.
-
-If the matching AGNOS ext4 system image is already local, use `scripts/laptop_device_build.sh setup-sysroot-local <system-image-path>` instead. This extracts a separate ignored `.comma_sysroot`; it does not change the image. Verify its `VERSION` against the intended device OS. A sysroot copied from a different AGNOS build does not establish ABI compatibility.
-
-## Build
-
-```sh
-./build                 # complete device-target build
-./build 8               # complete build with eight SCons jobs
-./build --params        # current params shared library only
-./build --cereal        # cereal libraries, bridge, and service header
-./build --panda         # signed panda_h7 and body_h7 firmware targets only
-./build --panda 8       # same H7 targets with eight jobs
-./build --mapd          # explicit offline Mapd provider package, separate from SCons
-```
-
-`--mapd` cannot be combined with SCons targets or jobs. It builds the pinned
-Linux/ARM64 static Mapd binary and manifest in ignored
-`openpilot/starpilot/maps/provider/`. It does not download map regions, change
-the selected offline snapshot, start Mapd, or run during plain `./build`.
-
-The Mapd shortcut requires Go 1.25.1 and an already populated module cache.
-On Linux/ARM64 it uses a local Go executable. On other hosts it uses the
-`openpilot-local-mapd-builder:go1.25.1` Linux/ARM64 image, built **explicitly**
-from `tools/laptop_device_build/Dockerfile.mapd`:
-
-```sh
-docker build --platform linux/arm64 -f tools/laptop_device_build/Dockerfile.mapd \
-  -t openpilot-local-mapd-builder:go1.25.1 .
-mkdir -p .cache/mapd-go-modules
-docker run --rm --platform linux/arm64 \
-  --mount "type=bind,src=$PWD/mapd_repo,dst=/work,readonly" \
-  --mount "type=bind,src=$PWD/.cache/mapd-go-modules,dst=/gomodcache" \
-  -e GOMODCACHE=/gomodcache -w /work \
-  openpilot-local-mapd-builder:go1.25.1 go mod download
-./build --mapd
-```
-
-The image build and module-cache population above are explicit network setup
-steps. `./build --mapd` itself uses `--network none`, `--pull never`,
-`GOPROXY=off`, and a read-only module cache. An existing offline cache can be
-selected with `COMMA_MAPD_MODULE_CACHE`; an existing reviewed ARM64 Go image
-can be selected with `COMMA_MAPD_BUILD_IMAGE`. The generated package is checked
-for the exact source digest and ARM64/static format by `package_shadow.py`.
-It is a build artifact; stage it separately with the source manifest for a
-device, rather than treating the source-only checkout as containing it.
-
-The historical wrapper's other Panda variants are not targets in the current `panda/SConscript`; `--panda` does not claim to build them. Shortcut targets use `--no-scrub` and leave `prebuilt` alone. Other SCons arguments pass through the container helper. A full-build invocation with options or explicit targets cannot mark `prebuilt`: clean, question, and dry-run commands do not compile the complete default graph. `scripts/starpilot_build_flow.sh laptop-device [jobs]` is the compatibility alias for a complete `./build`.
-
-The complete build selects the current `comma_arm64` SCons profile in its container, including Ion-backed VisionIPC and QCOM model compilation. It checks the driving model, driver-monitoring model, camera warps, and core runtime libraries before setting `prebuilt`. QCOM model compilation may require device-class hardware even with an ARM64 container; if it cannot complete, the build fails and `prebuilt` remains unset. A local `DEV=METAL` model artifact is not a device build substitute.
-
-`scripts/laptop_device_build.sh verify-artifacts` inspects the outputs without loading pickle files: it requires ARM64 ELF objects, exact current camera warp dimensions, and QCOM captured backends. It does not run inference. The matching sysroot is passed to Clang at both compile and link time. For a cached compatible base image, `COMMA_BASE_IMAGE=<local-image>` overrides the Dockerfile's default base only while building the image; record that override when reporting build provenance.
-
-For a single explicit target, use `scripts/laptop_device_build.sh scons --no-scrub <target>`. Sysroot, cache, and build-venv path overrides must resolve to direct children of this checkout. Relative overrides resolve from the checkout root before Docker bind mounts. The `doctor` command checks availability only; it does not prove the image or sysroot can compile every target.
-
-`scripts/laptop_device_build.sh manager` remains an **explicit** container runtime mode for developers with a complete build. Neither `./build` nor the checks above launch it. It can start ordinary manager processes; review that mode separately before using it with connected hardware.
-
-The legacy alias also supports `verify`, `mac`, and `device`. `mac` checks Python compilation only and does not produce device binaries. `device` requires AGNOS on ARM64 hardware and is never part of laptop validation.
--- a/Show More
+++ b/Show More
				`@@ -1 +0,0 @@`
				`../../openpilot/selfdrive/assets/icons_mici/settings/comma_icon.png`