sunnypilot v2026.003.000 release

date: 2026-09-15T14:19:02 master commit: a5f44653d7
2026-10-04 01:23:42 +08:00 · 2026-09-15 14:19:03 +00:00
4325 changed files with 412984 additions and 954541 deletions
@@ -1,18 +0,0 @@
-**/.git
-.DS_Store
-*.dylib
-*.DSYM
-*.d
-*.pyc
-*.pyo
-.*.swp
-.*.swo
-.*.un~
-*.tmp
-*.o
-*.o-*
-*.os
-*.os-*
-
-venv/
-.venv/
@@ -0,0 +1,47 @@
+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
+
@@ -0,0 +1,14 @@
+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
@@ -0,0 +1,42 @@
+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
+
@@ -0,0 +1,31 @@
+ci:
+  - changed-files:
+    - any-glob-to-all-files: "{.github/**,**/test_*,**/test/**,Jenkinsfile}"
+
+chore:
+  - changed-files:
+      - any-glob-to-all-files: "{.github/**}"
+
+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,openpilot/sunnypilot/modeld*/models/**}"
@@ -13,13 +13,20 @@ venv/
 a.out
 .hypothesis
 .cache/
+bin/

-/docs_site/
+# created at launch for comma hardware PYTHONPATH (PC uses editable installs via pyproject.toml)
+/msgq
+/opendbc
+/rednose
+/teleoprtc
+/tinygrad

 *.mp4
 *.dylib
 *.DSYM
 *.d
+*.pem
 *.pyc
 *.pyo
 .*.swp
@@ -32,6 +39,8 @@ a.out
 *.os-*
 *.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
@@ -39,70 +48,57 @@ a.out
 *.mo
 *_pyx.cpp
 *.stats
+*.pkl
+*.pkl*
 config.json
-clcache
 compile_commands.json
 compare_runtime*.html
+openpilot/selfdrive/modeld/models/tg_input_devices.json

-selfdrive/pandad/pandad
-cereal/services.h
-cereal/gen
-cereal/messaging/bridge
-selfdrive/ui/translations/tmp
-selfdrive/car/tests/cars_dump
-system/camerad/camerad
-system/camerad/test/ae_gray_test
+# build artifacts
+docs/_site/
+openpilot/selfdrive/pandad/pandad
+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

 .coverage*
 coverage.xml
 htmlcov
-pandaextra
-
-.mypy_cache/
-flycheck_*
-
-cppcheck_report.txt
-comma*.sh
-
-selfdrive/modeld/models/*.pkl
-sunnypilot/modeld*/thneed/compile
-sunnypilot/modeld*/models/*.thneed
-sunnypilot/modeld*/models/*.pkl

 # openpilot log files
 *.bz2
 *.zst
+*.rlog

 build/

 !**/.gitkeep

-poetry.toml
-Pipfile

 ### VisualStudioCode ###
+*.vsix
+.history
+.ionide
 .vscode/*
+.history/
 !.vscode/settings.json
 !.vscode/tasks.json
 !.vscode/launch.json
 !.vscode/extensions.json
 !.vscode/*.code-snippets

-# Local History for Visual Studio Code
-.history/
-
-# Built Visual Studio Code Extensions
-*.vsix
-
-### VisualStudioCode Patch ###
-# Ignore all local history of files
-.history
-.ionide
-
+# agents
 .claude/
 .context/
 PLAN.md
 TASK.md
+CLAUDE.md
+SKILL.md

 ### JetBrains ###
 !.idea/customTargets.xml
@@ -0,0 +1 @@
+3.12.13
@@ -6,9 +6,9 @@
      "type": "pickString",
      "description": "Select the process to debug",
      "options": [
-        "selfdrive/controls/controlsd.py",
-        "system/timed/timed.py",
-        "tools/sim/run_bridge.py"
+        "openpilot/selfdrive/controls/controlsd.py",
+        "openpilot/system/timed/timed.py",
+        "openpilot/tools/sim/run_bridge.py"
      ]
    },
    {
@@ -16,7 +16,7 @@
      "type": "pickString",
      "description": "Select the process to debug",
      "options": [
-        "selfdrive/ui/ui"
+        "openpilot/selfdrive/ui/ui"
      ]
    },
    {
@@ -52,6 +52,9 @@
      "type": "lldb",
      "request": "attach",
      "pid": "${command:pickMyProcess}",
+      "sourceMap": {
+        ".": "${workspaceFolder}/opendbc/safety"
+      },
      "initCommands": [
        "script import time; time.sleep(3)"
      ]
@@ -17,11 +17,5 @@
    "**/.git",
    "**/.venv",
    "**/__pycache__",
-    // exclude directories that should be using the symlinked version
-    "common/**",
-    "selfdrive/**",
-    "system/**",
-    "third_party/**",
-    "tools/**",
  ]
 }
@@ -1,4 +1,36 @@
-sunnypilot Version 2026.001.000 (2026-03-xx)
+sunnypilot Version 2026.002.000 (2026-06-28)
+========================
+* What's Changed (sunnypilot/sunnypilot)
+  * ui: update gates for certain toggles by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1830
+  * release: ignore upstream IsReleaseBranch by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1831
+  * manager: disable DEVELOPMENT_ONLY reset by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1833
+  * sunnylink: fix max time offroad values by @nayan8teen in https://github.com/sunnypilot/sunnypilot/pull/1835
+  * ui: show default model name by @nayan8teen in https://github.com/sunnypilot/sunnypilot/pull/1837
+  * sunnylink: add CarParams fallback for brand-specific capabilities by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1839
+  * sunnylink SDUI: tweak DisableUpdate param for clarity by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1842
+  * Revert "DM: Lancia Delta HF Integrale model" by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1849
+  * modeld_v2: safe model validation by @Discountchubbs in https://github.com/sunnypilot/sunnypilot/pull/1855
+  * Revert "deprecate `carState.brake`" for Honda Gas Interceptor by @mvl-boston in https://github.com/sunnypilot/sunnypilot/pull/1860
+  * sunnylink: deprecate legacy params metadata by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1862
+  * ui: reset Enforce Torque Control and NNLC if both are enabled by @sunnyhaibin in https://github.com/sunnypilot/sunnypilot/pull/1863
+* What's Changed (sunnypilot/opendbc)
+  * Rivian: suppress ACM hold-the-wheel warning during MADS-only lateral by @lukasloetkolben in https://github.com/sunnypilot/opendbc/pull/465
+  * Sync: `commaai/opendbc:master` → `sunnypilot/opendbc:master` by @sunnyhaibin in https://github.com/sunnypilot/opendbc/pull/479
+  * safety: add option to ignore frequency check for RX checks by @sunnyhaibin in https://github.com/sunnypilot/opendbc/pull/480
+  * Revert "deprecate carState.brake" for Honda Gas Interceptor by @mvl-boston in https://github.com/sunnypilot/opendbc/pull/481
+* New Contributors (sunnypilot/sunnypilot)
+  * @mvl-boston made their first contribution in https://github.com/sunnypilot/sunnypilot/pull/1860
+* Full Changelog: https://github.com/sunnypilot/sunnypilot/compare/v2026.001.007...v2026.002.000
+************************
+* Synced with commaai's openpilot (v0.11.1)
+  * master commit 69e2c321e49760e52f7983eaa0a5f77cb95de637 (June 02, 2026)
+* New driver monitoring model
+* Improved image processing pipeline for driver camera
+* Improved thermal policy for comma four
+* Acura MDX 2022-24 support thanks to mvl-boston!
+* Rivian R1S and R1T 2025 support thanks to lukasloetkolben!
+
+sunnypilot Version 2026.001.000 (2026-05-06)
 ========================
 * What's Changed (sunnypilot/sunnypilot)
  * Complete rewrite of the user interface from Qt C++ to Raylib Python
@@ -66,6 +98,64 @@ sunnypilot Version 2026.001.000 (2026-03-xx)
  * Pause Lateral Control with Blinker: Post-Blinker Delay by @CHaucke89
  * SCC-V: Use p97 for predicted lateral accel by @yasu-oh
  * Controls: Support for Torque Lateral Control v0 Tune by @sunnyhaibin
+  * [TIZI/TICI] ui: ensure null checks for `CarParams` and `CarParamsSP` by @sunnyhaibin
+  * [TIZI/TICI] ui: use `vCruiseCluster` and `vEgoCluster` for SLA `preActive` by @sunnyhaibin
+  * Fix display of values when using use_float_scaling by @CHaucke89
+  * models: fix default & index "0" by @nayan8teen
+  * [TIZI/TICI] visuals: Improved speed limit by @angaz
+  * ICBM: ensure button timers update on disable to clear stale presses by @jamesmikesell
+  * [TIZI/TICI] ui: simplify Smart Cruise Control text rendering by @sunnyhaibin
+  * controlsd: fix steer_limited_by_safety not updating under MADS by @zephleggett
+  * soundd: trigger timeout warning during MADS lateral-only by @zephleggett
+  * pandad: flasher for Rivian long upgrade module by @lukasloetkolben
+  * modeld_v2: tinygrad transformation warp by @Discountchubbs
+  * tools: block `manage_sunnylinkd` in sim startup script by @sunnyhaibin
+  * [MICI] ui: need superclass `_render` in `HudRendererSP` by @sunnyhaibin
+  * [TIZI/TICI] ui: Speed Limit Assist active status by @sunnyhaibin
+  * ui: reimplement "Screen Off" option to Onroad Brightness by @sunnyhaibin
+  * ui: don't hide steering wheel when blindspot disabled by @royjr
+  * ui: Speed Limit Assist `preActive` improvements  by @sunnyhaibin
+  * ui: consolidate Speed Limit Assist `preActive` status rendering by @sunnyhaibin
+  * [MICI] ui: Speed Limit Assist `preActive` status by @sunnyhaibin
+  * sunnypilot modeld: remove thneed modeld by @Discountchubbs
+  * modeld_v2: decouple planplus scaling from accel by @Discountchubbs
+  * sunnylink: Handle exceptions in `getParamsAllKeysV1` to log crashes by @devtekve
+  * [TIZI/TICI] ui: Developer UI cleanup by @sunnyhaibin
+  * [TIZI/TICI] ui: dynamic alert size by @nayan8teen
+  * i18n(fr): Add French translations by @didlawowo
+  * Toyota: Stop and Go Hack (Alpha) by @sunnyhaibin
+  * ui: `AlertFadeAnimator` for longitudinal-related statuses by @sunnyhaibin
+  * pandad: gate unsupported pandas before flashing by @sunnyhaibin
+  * Rivian: Flash xnor's Longitudinal Upgrade Kit prior supported panda check by @lukasloetkolben
+  * [TIZI/TICI] ui: add back gate steering arc behind toggle by @sunnyhaibin
+  * ui: gate Onroad Brightness Delay on readiness by @sunnyhaibin
+  * ui: add new timer options for Onroad Brightness Delay by @sunnyhaibin
+  * [TIZI/TICI] ui: branch switcher is always available by @sunnyhaibin
+  * pandad: always prioritize internal panda by @sunnyhaibin
+  * sunnylinkd: fetch compressed params schema by @sunnyhaibin
+  * sunnypilot locationd: remove unused car_ekf filter by @sunnyhaibin
+  * modeld_v2: update deprecated temporalPose ref by @sunnyhaibin
+  * NNLC: restore pre-v1 PID gains in torque extension by @mmmorks
+  * MADS safety: enable heartbeat and lateral controls mismatch checks by @sunnyhaibin
+  * [MICI] ui: models panel enhancements by @nayan8teen
+  * [TIZI/TICI] ui: fix unintended selection while scrolling in TreeOptionDialog by @TheSecurityDev
+  * tools: script for video concatenation by @Discountchubbs
+  * tools: profile memory usage by @Discountchubbs
+  * [TIZI/TICI] ui: remove per-frame param sync by @sunnyhaibin
+  * [MICI] ui: always offroad by @nayan8teen
+  * controls: always default Torque Lateral Control to v0 Tune by @sunnyhaibin
+  * Revert "controls: always default Torque Lateral Control to v0 Tune" by @sunnyhaibin
+  * Reapply "controls: always default Torque Lateral Control to v0 Tune" (#1806) by @sunnyhaibin
+  * [MICI] ui: add sunnylink info & connectivity check by @nayan8teen
+  * sunnylink: Remove unused API endpoint by @devtekve
+  * DM: wheel touch enforcement in MADS by @sunnyhaibin
+  * torque: show static override values in Dev UI & gate `useParams` on custom torque tune by @sunnyhaibin
+  * MADS: suppress espActive event when long is not engaged by @sunnyhaibin
+  * sunnylink: SDUI by @sunnyhaibin
+  * [MICI] ui: align upstream changes with sunnypilot settings buttons by @nayan8teen
+  * ui: fix cellular toggles by @AmyJeanes
+  * sunnylink: switch athena domain by @devtekve
+  * Platform List: dynamically migrate CarPlatformBundle by @sunnyhaibin
 * What's Changed (sunnypilot/opendbc)
  * Honda: DBC for Accord 9th Generation by @mvl-boston
  * FCA: update tire stiffness values for `RAM_HD` by @dparring
@@ -84,12 +174,25 @@ sunnypilot Version 2026.001.000 (2026-03-xx)
  * Honda: add missing `GasInterceptor` messages to Taiwan Odyssey DBC by @mvl-boston
  * GM: remove `CHEVROLET_EQUINOX_NON_ACC_3RD_GEN` from `dashcamOnly` by @sunnyhaibin
  * GM: remove `CHEVROLET_BOLT_NON_ACC_2ND_GEN` from `dashcamOnly` by @sunnyhaibin
+  * Hyundai Longitudinal: deprecate ramp update for dynamic tune by @Discountchubbs
+  * Rivian: long upgrade messages on bus 1 by @lukasloetkolben
+  * Toyota: Stop and Go Hack (Alpha) by @sunnyhaibin
+  * Toyota: gate Smart DSU behind Alpha Longitudinal by @sunnyhaibin
+  * Toyota: Gas Interceptor always set `standstill_req` by @sunnyhaibin
+  * MADS safety: dedicated `controls_allowed_lateral` by @sunnyhaibin
+  * Platform List: include community supported platforms by @sunnyhaibin
 * New Contributors (sunnypilot/sunnypilot)
  * @TheSecurityDev made their first contribution in "ui: fix sidebar scroll in UI screenshots"
  * @zikeji made their first contribution in "sunnylink: block remote modification of SSH key parameters"
  * @Candy0707 made their first contribution in "[TIZI/TICI] ui: Fix misaligned turn signals and blindspot indicators with sidebar"
  * @CHaucke89 made their first contribution in "Pause Lateral Control with Blinker: Post-Blinker Delay"
  * @yasu-oh made their first contribution in "SCC-V: Use p97 for predicted lateral accel"
+  * @angaz made their first contribution in "[TIZI/TICI] visuals: Improved speed limit"
+  * @jamesmikesell made their first contribution in "ICBM: ensure button timers update on disable to clear stale presses"
+  * @zephleggett made their first contribution in "controlsd: fix steer_limited_by_safety not updating under MADS"
+  * @lukasloetkolben made their first contribution in "pandad: flasher for Rivian long upgrade module"
+  * @didlawowo made their first contribution in "i18n(fr): Add French translations"
+  * @mmmorks made their first contribution in "NNLC: restore pre-v1 PID gains in torque extension"
 * New Contributors (sunnypilot/opendbc)
  * @AmyJeanes made their first contribution in "Tesla: Fix stock LKAS being blocked when MADS is enabled"
  * @mvl-boston made their first contribution in "Honda: Update Clarity brake to renamed DBC message name"
@@ -99,6 +202,20 @@ sunnypilot Version 2026.001.000 (2026-03-xx)
  * @royjr made their first contribution in "HKG: add KIA_FORTE_2019_NON_SCC fingerprint"
  * @ssysm made their first contribution in "Tesla: remove `TESLA_MODEL_X` from `dashcamOnly`"
 * Full Changelog: https://github.com/sunnypilot/sunnypilot/compare/v2025.002.000...v2026.001.000
+************************
+* Synced with commaai's openpilot (v0.11.1)
+  * master commit c001f3c9b490a80e69539f0af6022f6e07ceb721 (April 16, 2026)
+* New driver monitoring model
+* Improved image processing pipeline for driver camera
+* Rivian R1S and R1T 2025 support thanks to lukasloetkolben!
+* New driving model #36798
+  * Fully trained using a learned simulator
+  * Improved longitudinal performance in Experimental mode
+* Reduce comma four standby power usage by 77% to 52 mW
+* Kia K7 2017 support thanks to royjr!
+* Lexus LS 2018 support thanks to Hacheoy!
+* Improved inter-process communication memory efficiency
+* comma four support

 sunnypilot Version 2025.002.000 (2025-11-06)
 ========================
@@ -1,14 +0,0 @@
-FROM ghcr.io/commaai/openpilot-base:latest
-
-ENV PYTHONUNBUFFERED=1
-
-ENV OPENPILOT_PATH=/home/batman/openpilot
-
-RUN mkdir -p ${OPENPILOT_PATH}
-WORKDIR ${OPENPILOT_PATH}
-
-COPY . ${OPENPILOT_PATH}/
-
-ENV UV_BIN="/home/batman/.local/bin/"
-ENV PATH="$UV_BIN:$PATH"
-RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)
@@ -1,82 +0,0 @@
-FROM ubuntu:24.04
-
-ENV PYTHONUNBUFFERED=1
-
-ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
-ENV LANG=en_US.UTF-8
-ENV LANGUAGE=en_US:en
-ENV LC_ALL=en_US.UTF-8
-
-COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
-RUN /tmp/tools/install_ubuntu_dependencies.sh && \
-    rm -rf /var/lib/apt/lists/* /tmp/* && \
-    cd /usr/lib/gcc/arm-none-eabi/* && \
-    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
-
-# Add OpenCL
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    apt-utils \
-    alien \
-    unzip \
-    tar \
-    curl \
-    xz-utils \
-    dbus \
-    gcc-arm-none-eabi \
-    tmux \
-    vim \
-    libx11-6 \
-    wget \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN mkdir -p /tmp/opencl-driver-intel && \
-    cd /tmp/opencl-driver-intel && \
-    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
-    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    mkdir -p /etc/OpenCL/vendors && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
-    cd /opt/intel && \
-    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    mkdir -p /etc/ld.so.conf.d && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    cd / && \
-    rm -rf /tmp/opencl-driver-intel
-
-ENV NVIDIA_VISIBLE_DEVICES=all
-ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
-ENV QTWEBENGINE_DISABLE_SANDBOX=1
-
-RUN dbus-uuidgen > /etc/machine-id
-RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
-
-ARG USER=batman
-ARG USER_UID=1001
-RUN useradd -m -s /bin/bash -u $USER_UID $USER
-RUN usermod -aG sudo $USER
-RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-USER $USER
-
-COPY --chown=$USER pyproject.toml uv.lock /home/$USER
-COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
-
-ENV VIRTUAL_ENV=/home/$USER/.venv
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN cd /home/$USER && \
-    tools/install_python_dependencies.sh && \
-    rm -rf tools/ pyproject.toml uv.lock .cache
-
-USER root
-RUN sudo git config --global --add safe.directory /tmp/openpilot
@@ -1,14 +0,0 @@
-FROM ghcr.io/sunnypilot/sunnypilot-base:latest
-
-ENV PYTHONUNBUFFERED=1
-
-ENV OPENPILOT_PATH=/home/batman/openpilot
-
-RUN mkdir -p ${OPENPILOT_PATH}
-WORKDIR ${OPENPILOT_PATH}
-
-COPY . ${OPENPILOT_PATH}/
-
-ENV UV_BIN="/home/batman/.local/bin/"
-ENV PATH="$UV_BIN:$PATH"
-RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)
@@ -1,83 +0,0 @@
-FROM ubuntu:24.04
-
-ENV PYTHONUNBUFFERED=1
-
-ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
-ENV LANG=en_US.UTF-8
-ENV LANGUAGE=en_US:en
-ENV LC_ALL=en_US.UTF-8
-
-COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
-RUN /tmp/tools/install_ubuntu_dependencies.sh && \
-    rm -rf /var/lib/apt/lists/* /tmp/* && \
-    cd /usr/lib/gcc/arm-none-eabi/* && \
-    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
-
-# Add OpenCL
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    apt-utils \
-    alien \
-    unzip \
-    tar \
-    curl \
-    xz-utils \
-    dbus \
-    gcc-arm-none-eabi \
-    tmux \
-    vim \
-    libx11-6 \
-    wget \
-    rsync \
-  && rm -rf /var/lib/apt/lists/*
-
-RUN mkdir -p /tmp/opencl-driver-intel && \
-    cd /tmp/opencl-driver-intel && \
-    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
-    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
-    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
-    mkdir -p /etc/OpenCL/vendors && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
-    cd /opt/intel && \
-    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
-    mkdir -p /etc/ld.so.conf.d && \
-    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
-    cd / && \
-    rm -rf /tmp/opencl-driver-intel
-
-ENV NVIDIA_VISIBLE_DEVICES=all
-ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
-ENV QTWEBENGINE_DISABLE_SANDBOX=1
-
-RUN dbus-uuidgen > /etc/machine-id
-RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
-
-ARG USER=batman
-ARG USER_UID=1001
-RUN useradd -m -s /bin/bash -u $USER_UID $USER
-RUN usermod -aG sudo $USER
-RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-USER $USER
-
-COPY --chown=$USER pyproject.toml uv.lock /home/$USER
-COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
-
-ENV VIRTUAL_ENV=/home/$USER/.venv
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN cd /home/$USER && \
-    tools/install_python_dependencies.sh && \
-    rm -rf tools/ pyproject.toml uv.lock .cache
-
-USER root
-RUN sudo git config --global --add safe.directory /tmp/openpilot
@@ -0,0 +1,262 @@
+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=auto -o ControlPath=/tmp/ssh_control_%C -o ControlPersist=yes -o ConnectTimeout=5 -o ServerAliveInterval=5 -o ServerAliveCountMax=2 -o BatchMode=yes -o StrictHostKeyChecking=no -i ${key_file} 'comma@${ip}' exec /usr/bin/bash <<'END'
+
+set -e
+
+export TERM=xterm-256color
+
+shopt -s huponexit # kill all child processes when the shell exits
+
+export CI=1
+export PYTHONWARNINGS=error
+export 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}
+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]
+}
+
+node {
+  env.CI = "1"
+  env.PYTHONWARNINGS = "error"
+  env.TEST_DIR = "/data/openpilot"
+  env.SOURCE_DIR = "/data/openpilot_source/"
+  setupCredentials()
+
+  env.GIT_BRANCH = checkout(scm).GIT_BRANCH
+  env.GIT_COMMIT = checkout(scm).GIT_COMMIT
+
+  def excludeBranches = ['__nightly', 'devel', 'devel-staging',
+                         '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.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"),
+        ])
+      },
+
+    )
+    }
+  } catch (Exception e) {
+    currentBuild.result = 'FAILED'
+    throw e
+  }
+}
@@ -1,5 +1,30 @@
-Version 0.10.4 (2026-02-17)
+Version 0.11.2 (2026-08-12)
+=======================
+* New driving model
+  * Big model with 880M parameters
+* Support for big models running on an external GPU
+* Live stream cameras from comma connect
+* Generate dashcam clips from comma connect
+* Remote comma body control from comma connect
+* New alert sounds
+* CUPRA Born 2021-2023 support thanks to DaHansi!
+* Volkswagen ID.4 2021-2025 support thanks to DaHansi!
+
+Version 0.11.1 (2026-05-18)
 ========================
+* New driver monitoring model
+* Improved image processing pipeline for driver camera
+* Improved thermal policy for comma four
+* Acura MDX 2022-24 support thanks to mvl-boston!
+* Rivian R1S and R1T 2025 support thanks to lukasloetkolben!
+
+Version 0.11.0 (2026-03-17)
+========================
+* New driving model #36798
+  * Fully trained using a learned simulator
+  * Improved longitudinal performance in Experimental mode
+* Reduce comma four standby power usage by 77% to 52 mW
+* Kia K7 2017 support thanks to royjr!
 * Lexus LS 2018 support thanks to Hacheoy!

 Version 0.10.3 (2025-12-17)
@@ -1087,7 +1112,7 @@ Version 0.2.1  (2016-12-14)

 Version 0.2  (2016-12-12)
 =========================
- * Car/Radar abstraction layers have shipped, see cereal/car.capnp
+ * Car/Radar abstraction layers have shipped, see openpilot/cereal/car.capnp
 * controlsd has been refactored
 * Shipped plant model and testing maneuvers
 * visiond exits more gracefully now
@@ -0,0 +1,352 @@
+import os
+import subprocess
+import sys
+import sysconfig
+import platform
+import shlex
+import importlib
+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 = not os.path.exists(File('#.gitattributes').abspath) # file absent on release branch, see release_files.py
+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.')
+
+submodule_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(submodule_python_paths):
+  if p not in sys.path:
+    sys.path.insert(0, p)
+
+if external_pythonpath := os.environ.get("PYTHONPATH"):
+  submodule_python_paths += [p for p in external_pythonpath.split(os.pathsep) if p and p not in submodule_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', 'eigen', 'ffmpeg', 'json11', 'ncurses', 'zeromq', 'zstd']
+pkgs = [importlib.import_module(name) for name in pkg_names]
+acados = pkgs[pkg_names.index('acados')]
+ffmpeg = pkgs[pkg_names.index('ffmpeg')]
+# 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",
+  "Qt5Charts", "Qt5Core", "Qt5Gui", "Qt5Widgets",
+  "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(submodule_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.LIB_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)
+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"]
+
+np_version = SCons.Script.Value(np.__version__)
+Export('envCython', 'np_version')
+
+Export('env', 'arch', 'acados', 'release', 'ffmpeg_libs')
+
+# Setup cache dir
+default_cache_dir = '/data/scons_cache' if arch == "comma_arm64" else '/tmp/scons_cache'
+cache_dir = ARGUMENTS.get('cache_dir', default_cache_dir)
+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 = sorted((os.path.join(root, f) for root, _, files in os.walk(cache_dir) for f in files), key=os.path.getmtime)
+  cache_size = sum(os.path.getsize(f) for f in cache_files)
+  for f in cache_files:
+    if cache_size < cache_size_limit:
+      break
+    cache_size -= os.path.getsize(f)
+    os.unlink(f)
+
+# ********** start building stuff **********
+
+# 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 submodules
+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 other submodules
+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'])
+
+# 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',
+])
+
+SConscript(['openpilot/sunnypilot/SConscript'])
+
+# Build desktop-only tools
+if GetOption('extras') and arch != "comma_arm64":
+  SConscript([
+    'openpilot/tools/replay/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)
+    if hasattr(node, 'has_builder') and node.has_builder():
+      build_product_nodes.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
+build_product_nodes = set()
+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)
+
+def check_build_product_size(target, source, env):
+  limit = 50 * 1024 * 1024  # GitHub max size
+  for t in target:
+    if hasattr(t, 'isfile') and t.isfile() and (size := os.path.getsize(t.abspath)) > limit:
+      raise SCons.Errors.UserError(f"{t} is {size / (1024 * 1024):.1f} MiB, exceeding the {limit / (1024 * 1024):.1f} MiB limit")
+if not GetOption('extras'):
+  AddPostAction(list(build_product_nodes), Action(check_build_product_size, None))
@@ -1,95 +0,0 @@
-# What is cereal?
-
-cereal is the messaging system for openpilot. It uses [msgq](https://github.com/commaai/msgq) as a pub/sub backend, and [Cap'n proto](https://capnproto.org/capnp-tool.html) for serialization of the structs.
-
-
-## Messaging Spec
-
-You'll find the message types in [log.capnp](log.capnp). It uses [Cap'n proto](https://capnproto.org/capnp-tool.html) and defines one struct called `Event`.
-
-All `Events` have a `logMonoTime` and a `valid`. Then a big union defines the packet type.
-
-### Best Practices
-
- **All fields must describe quantities in SI units**, unless otherwise specified in the field name.
- In the context of the message they are in, field names should be completely unambiguous.
- All values should be easy to plot and be human-readable with minimal parsing.
-
-### Maintaining backwards-compatibility
-
-When making changes to the messaging spec you want to maintain backwards-compatibility, such that old logs can
-be parsed with a new version of cereal. Adding structs and adding members to structs is generally safe, most other
-things are not. Read more details [here](https://capnproto.org/language.html).
-
-### Custom forks
-
-Forks of [openpilot](https://github.com/commaai/openpilot) might want to add things to the messaging
-spec, however this could conflict with future changes made in mainline cereal/openpilot. Rebasing against mainline openpilot
-then means breaking backwards-compatibility with all old logs of your fork. So we added reserved events in
-[custom.capnp](custom.capnp) that we will leave empty in mainline cereal/openpilot. **If you only modify those, you can ensure your
-fork will remain backwards-compatible with all versions of mainline openpilot and your fork.**
-
-An example of compatible changes:
-```diff
-diff --git a/cereal/custom.capnp b/cereal/custom.capnp
-index 3348e859e..3365c7b98 100644
--- a/cereal/custom.capnp
-+++ b/cereal/custom.capnp
-@@ -10,7 +10,11 @@ $Cxx.namespace("cereal");
- # DO rename the structs
- # DON'T change the identifier (e.g. @0x81c2f05a394cf4af)
-
-struct CustomReserved0 @0x81c2f05a394cf4af {
-+struct SteeringInfo @0x81c2f05a394cf4af {
-+  active @0 :Bool;
-+  steeringAngleDeg @1 :Float32;
-+  steeringRateDeg @2 :Float32;
-+  steeringAccelDeg @3 :Float32;
- }
-
- struct CustomReserved1 @0xaedffd8f31e7b55d {
-diff --git a/cereal/log.capnp b/cereal/log.capnp
-index 1209f3fd9..b189f58b6 100644
--- a/cereal/log.capnp
-+++ b/cereal/log.capnp
-@@ -2558,14 +2558,14 @@ struct Event {
-
-     # DO change the name of the field
-     # DON'T change anything after the "@"
-    customReservedRawData0 @124 :Data;
-+    rawCanData @124 :Data;
-     customReservedRawData1 @125 :Data;
-     customReservedRawData2 @126 :Data;
-
-     # DO change the name of the field and struct
-     # DON'T change the ID (e.g. @107)
-     # DON'T change which struct it points to
-    customReserved0 @107 :Custom.CustomReserved0;
-+    steeringInfo @107 :Custom.SteeringInfo;
-     customReserved1 @108 :Custom.CustomReserved1;
-     customReserved2 @109 :Custom.CustomReserved2;
-     customReserved3 @110 :Custom.CustomReserved3;
-```
-
---
-
-Example
---
-```python
-import cereal.messaging as messaging
-
-# in subscriber
-sm = messaging.SubMaster(['sensorEvents'])
-while 1:
-  sm.update()
-  print(sm['sensorEvents'])
-
-```
-
-```python
-# in publisher
-pm = messaging.PubMaster(['sensorEvents'])
-dat = messaging.new_message('sensorEvents', size=1)
-dat.sensorEvents[0] = {"gyro": {"v": [0.1, -0.1, 0.1]}}
-pm.send('sensorEvents', dat)
-```
@@ -1,11 +0,0 @@
-import os
-import capnp
-from importlib.resources import as_file, files
-
-capnp.remove_import_hook()
-
-with as_file(files("cereal")) as fspath:
-  CEREAL_PATH = fspath.as_posix()
-  log = capnp.load(os.path.join(CEREAL_PATH, "log.capnp"))
-  car = capnp.load(os.path.join(CEREAL_PATH, "car.capnp"))
-  custom = capnp.load(os.path.join(CEREAL_PATH, "custom.capnp"))
@@ -1 +0,0 @@
-../opendbc_repo/opendbc/car/car.capnp
@@ -1,574 +0,0 @@
-using Cxx = import "./include/c++.capnp";
-$Cxx.namespace("cereal");
-
-@0x80ef1ec4889c2a63;
-
-# legacy.capnp: a home for deprecated structs
-
-struct LogRotate @0x9811e1f38f62f2d1 {
-  segmentNum @0 :Int32;
-  path @1 :Text;
-}
-
-struct LiveUI @0xc08240f996aefced {
-  rearViewCam @0 :Bool;
-  alertText1 @1 :Text;
-  alertText2 @2 :Text;
-  awarenessStatus @3 :Float32;
-}
-
-struct UiLayoutState @0x88dcce08ad29dda0 {
-  activeApp @0 :App;
-  sidebarCollapsed @1 :Bool;
-  mapEnabled @2 :Bool;
-  mockEngaged @3 :Bool;
-
-  enum App @0x9917470acf94d285 {
-    home @0;
-    music @1;
-    nav @2;
-    settings @3;
-    none @4;
-  }
-}
-
-struct OrbslamCorrection @0x8afd33dc9b35e1aa {
-  correctionMonoTime @0 :UInt64;
-  prePositionECEF @1 :List(Float64);
-  postPositionECEF @2 :List(Float64);
-  prePoseQuatECEF @3 :List(Float32);
-  postPoseQuatECEF @4 :List(Float32);
-  numInliers @5 :UInt32;
-}
-
-struct EthernetPacket @0xa99a9d5b33cf5859 {
-  pkt @0 :Data;
-  ts @1 :Float32;
-}
-
-struct CellInfo @0xcff7566681c277ce {
-  timestamp @0 :UInt64;
-  repr @1 :Text; # android toString() for now
-}
-
-struct WifiScan @0xd4df5a192382ba0b {
-  bssid @0 :Text;
-  ssid @1 :Text;
-  capabilities @2 :Text;
-  frequency @3 :Int32;
-  level @4 :Int32;
-  timestamp @5 :Int64;
-
-  centerFreq0 @6 :Int32;
-  centerFreq1 @7 :Int32;
-  channelWidth @8 :ChannelWidth;
-  operatorFriendlyName @9 :Text;
-  venueName @10 :Text;
-  is80211mcResponder @11 :Bool;
-  passpoint @12 :Bool;
-
-  distanceCm @13 :Int32;
-  distanceSdCm @14 :Int32;
-
-  enum ChannelWidth @0xcb6a279f015f6b51 {
-    w20Mhz @0;
-    w40Mhz @1;
-    w80Mhz @2;
-    w160Mhz @3;
-    w80Plus80Mhz @4;
-  }
-}
-
-struct LiveEventData @0x94b7baa90c5c321e {
-  name @0 :Text;
-  value @1 :Int32;
-}
-
-struct ModelData @0xb8aad62cffef28a9 {
-  frameId @0 :UInt32;
-  frameAge @12 :UInt32;
-  frameDropPerc @13 :Float32;
-  timestampEof @9 :UInt64;
-  modelExecutionTime @14 :Float32;
-  gpuExecutionTime @16 :Float32;
-  rawPred @15 :Data;
-
-  path @1 :PathData;
-  leftLane @2 :PathData;
-  rightLane @3 :PathData;
-  lead @4 :LeadData;
-  freePath @6 :List(Float32);
-
-  settings @5 :ModelSettings;
-  leadFuture @7 :LeadData;
-  speed @8 :List(Float32);
-  meta @10 :MetaData;
-  longitudinal @11 :LongitudinalData;
-
-  struct PathData @0x8817eeea389e9f08 {
-    points @0 :List(Float32);
-    prob @1 :Float32;
-    std @2 :Float32;
-    stds @3 :List(Float32);
-    poly @4 :List(Float32);
-    validLen @5 :Float32;
-  }
-
-  struct LeadData @0xd1c9bef96d26fa91 {
-    dist @0 :Float32;
-    prob @1 :Float32;
-    std @2 :Float32;
-    relVel @3 :Float32;
-    relVelStd @4 :Float32;
-    relY @5 :Float32;
-    relYStd @6 :Float32;
-    relA @7 :Float32;
-    relAStd @8 :Float32;
-  }
-
-  struct ModelSettings @0xa26e3710efd3e914 {
-    bigBoxX @0 :UInt16;
-    bigBoxY @1 :UInt16;
-    bigBoxWidth @2 :UInt16;
-    bigBoxHeight @3 :UInt16;
-    boxProjection @4 :List(Float32);
-    yuvCorrection @5 :List(Float32);
-    inputTransform @6 :List(Float32);
-  }
-
-  struct MetaData @0x9744f25fb60f2bf8 {
-    engagedProb @0 :Float32;
-    desirePrediction @1 :List(Float32);
-    brakeDisengageProb @2 :Float32;
-    gasDisengageProb @3 :Float32;
-    steerOverrideProb @4 :Float32;
-    desireState @5 :List(Float32);
-  }
-
-  struct LongitudinalData @0xf98f999c6a071122 {
-    distances @2 :List(Float32);
-    speeds @0 :List(Float32);
-    accelerations @1 :List(Float32);
-  }
-}
-
-struct ECEFPoint @0xc25bbbd524983447 {
-  x @0 :Float64;
-  y @1 :Float64;
-  z @2 :Float64;
-}
-
-struct ECEFPointDEPRECATED @0xe10e21168db0c7f7 {
-  x @0 :Float32;
-  y @1 :Float32;
-  z @2 :Float32;
-}
-
-struct GPSPlannerPoints @0xab54c59699f8f9f3 {
-  curPosDEPRECATED @0 :ECEFPointDEPRECATED;
-  pointsDEPRECATED @1 :List(ECEFPointDEPRECATED);
-  curPos @6 :ECEFPoint;
-  points @7 :List(ECEFPoint);
-  valid @2 :Bool;
-  trackName @3 :Text;
-  speedLimit @4 :Float32;
-  accelTarget @5 :Float32;
-}
-
-struct GPSPlannerPlan @0xf5ad1d90cdc1dd6b {
-  valid @0 :Bool;
-  poly @1 :List(Float32);
-  trackName @2 :Text;
-  speed @3 :Float32;
-  acceleration @4 :Float32;
-  pointsDEPRECATED @5 :List(ECEFPointDEPRECATED);
-  points @6 :List(ECEFPoint);
-  xLookahead @7 :Float32;
-}
-
-struct UiNavigationEvent @0x90c8426c3eaddd3b {
-  type @0: Type;
-  status @1: Status;
-  distanceTo @2: Float32;
-  endRoadPointDEPRECATED @3: ECEFPointDEPRECATED;
-  endRoadPoint @4: ECEFPoint;
-
-  enum Type @0xe8db07dcf8fcea05 {
-    none @0;
-    laneChangeLeft @1;
-    laneChangeRight @2;
-    mergeLeft @3;
-    mergeRight @4;
-    turnLeft @5;
-    turnRight @6;
-  }
-
-  enum Status @0xb9aa88c75ef99a1f {
-    none @0;
-    passive @1;
-    approaching @2;
-    active @3;
-  }
-}
-
-struct LiveLocationData @0xb99b2bc7a57e8128 {
-  status @0 :UInt8;
-
-  # 3D fix
-  lat @1 :Float64;
-  lon @2 :Float64;
-  alt @3 :Float32;     # m
-
-  # speed
-  speed @4 :Float32;   # m/s
-
-  # NED velocity components
-  vNED @5 :List(Float32);
-
-  # roll, pitch, heading (x,y,z)
-  roll @6 :Float32;     # WRT to center of earth?
-  pitch @7 :Float32;    # WRT to center of earth?
-  heading @8 :Float32;  # WRT to north?
-
-  # what are these?
-  wanderAngle @9 :Float32;
-  trackAngle @10 :Float32;
-
-  # car frame -- https://upload.wikimedia.org/wikipedia/commons/f/f5/RPY_angles_of_cars.png
-
-  # gyro, in car frame, deg/s
-  gyro @11 :List(Float32);
-
-  # accel, in car frame, m/s^2
-  accel @12 :List(Float32);
-
-  accuracy @13 :Accuracy;
-
-  source @14 :SensorSource;
-  # if we are fixing a location in the past
-  fixMonoTime @15 :UInt64;
-
-  gpsWeek @16 :Int32;
-  timeOfWeek @17 :Float64;
-
-  positionECEF @18 :List(Float64);
-  poseQuatECEF @19 :List(Float32);
-  pitchCalibration @20 :Float32;
-  yawCalibration @21 :Float32;
-  imuFrame @22 :List(Float32);
-
-  struct Accuracy @0x943dc4625473b03f {
-    pNEDError @0 :List(Float32);
-    vNEDError @1 :List(Float32);
-    rollError @2 :Float32;
-    pitchError @3 :Float32;
-    headingError @4 :Float32;
-    ellipsoidSemiMajorError @5 :Float32;
-    ellipsoidSemiMinorError @6 :Float32;
-    ellipsoidOrientationError @7 :Float32;
-  }
-
-  enum SensorSource @0xc871d3cc252af657 {
-    applanix @0;
-    kalman @1;
-    orbslam @2;
-    timing @3;
-    dummy @4;
-  }
-}
-
-struct OrbOdometry @0xd7700859ed1f5b76 {
-  # timing first
-  startMonoTime @0 :UInt64;
-  endMonoTime @1 :UInt64;
-
-  # fundamental matrix and error
-  f @2: List(Float64);
-  err @3: Float64;
-
-  # number of inlier points
-  inliers @4: Int32;
-
-  # for debug only
-  # indexed by endMonoTime features
-  # value is startMonoTime feature match
-  # -1 if no match
-  matches @5: List(Int16);
-}
-
-struct OrbFeatures @0xcd60164a8a0159ef {
-  timestampEof @0 :UInt64;
-  # transposed arrays of normalized image coordinates
-  # len(xs) == len(ys) == len(descriptors) * 32
-  xs @1 :List(Float32);
-  ys @2 :List(Float32);
-  descriptors @3 :Data;
-  octaves @4 :List(Int8);
-
-  # match index to last OrbFeatures
-  # -1 if no match
-  timestampLastEof @5 :UInt64;
-  matches @6: List(Int16);
-}
-
-struct OrbFeaturesSummary @0xd500d30c5803fa4f {
-  timestampEof @0 :UInt64;
-  timestampLastEof @1 :UInt64;
-
-  featureCount @2 :UInt16;
-  matchCount @3 :UInt16;
-  computeNs @4 :UInt64;
-}
-
-struct OrbKeyFrame @0xc8233c0345e27e24 {
-  # this is a globally unique id for the KeyFrame
-  id @0: UInt64;
-
-  # this is the location of the KeyFrame
-  pos @1: ECEFPoint;
-
-  # these are the features in the world
-  # len(dpos) == len(descriptors) * 32
-  dpos @2 :List(ECEFPoint);
-  descriptors @3 :Data;
-}
-
-struct KalmanOdometry @0x92e21bb7ea38793a {
-  trans @0 :List(Float32); # m/s in device frame
-  rot @1 :List(Float32); # rad/s in device frame
-  transStd @2 :List(Float32); # std m/s in device frame
-  rotStd @3 :List(Float32); # std rad/s in device frame
-}
-
-struct OrbObservation @0x9b326d4e436afec7 {
-  observationMonoTime @0 :UInt64;
-  normalizedCoordinates @1 :List(Float32);
-  locationECEF @2 :List(Float64);
-  matchDistance @3: UInt32;
-}
-
-struct CalibrationFeatures @0x8fdfadb254ea867a {
-  frameId @0 :UInt32;
-
-  p0 @1 :List(Float32);
-  p1 @2 :List(Float32);
-  status @3 :List(Int8);
-}
-
-struct NavStatus @0xbd8822120928120c {
-  isNavigating @0 :Bool;
-  currentAddress @1 :Address;
-
-  struct Address @0xce7cd672cacc7814 {
-    title @0 :Text;
-    lat @1 :Float64;
-    lng @2 :Float64;
-    house @3 :Text;
-    address @4 :Text;
-    street @5 :Text;
-    city @6 :Text;
-    state @7 :Text;
-    country @8 :Text;
-  }
-}
-
-struct NavUpdate @0xdb98be6565516acb {
-  isNavigating @0 :Bool;
-  curSegment @1 :Int32;
-  segments @2 :List(Segment);
-
-  struct LatLng @0x9eaef9187cadbb9b {
-    lat @0 :Float64;
-    lng @1 :Float64;
-  }
-
-  struct Segment @0xa5b39b4fc4d7da3f {
-    from @0 :LatLng;
-    to @1 :LatLng;
-    updateTime @2 :Int32;
-    distance @3 :Int32;
-    crossTime @4 :Int32;
-    exitNo @5 :Int32;
-    instruction @6 :Instruction;
-
-    parts @7 :List(LatLng);
-
-    enum Instruction @0xc5417a637451246f {
-      turnLeft @0;
-      turnRight @1;
-      keepLeft @2;
-      keepRight @3;
-      straight @4;
-      roundaboutExitNumber @5;
-      roundaboutExit @6;
-      roundaboutTurnLeft @7;
-      unkn8 @8;
-      roundaboutStraight @9;
-      unkn10 @10;
-      roundaboutTurnRight @11;
-      unkn12 @12;
-      roundaboutUturn @13;
-      unkn14 @14;
-      arrive @15;
-      exitLeft @16;
-      exitRight @17;
-      unkn18 @18;
-      uturn @19;
-      # ...
-    }
-  }
-}
-
-struct TrafficEvent @0xacfa74a094e62626 {
-  type @0 :Type;
-  distance @1 :Float32;
-  action @2 :Action;
-  resuming @3 :Bool;
-
-  enum Type @0xd85d75253435bf4b {
-    stopSign @0;
-    lightRed @1;
-    lightYellow @2;
-    lightGreen @3;
-    stopLight @4;
-  }
-
-  enum Action @0xa6f6ce72165ccb49 {
-    none @0;
-    yield @1;
-    stop @2;
-    resumeReady @3;
-  }
-
-}
-
-
-struct AndroidGnss @0xdfdf30d03fc485bd {
-  union {
-    measurements @0 :Measurements;
-    navigationMessage @1 :NavigationMessage;
-  }
-
-  struct Measurements @0xa20710d4f428d6cd {
-    clock @0 :Clock;
-    measurements @1 :List(Measurement);
-
-    struct Clock @0xa0e27b453a38f450 {
-      timeNanos @0 :Int64;
-      hardwareClockDiscontinuityCount @1 :Int32;
-
-      hasTimeUncertaintyNanos @2 :Bool;
-      timeUncertaintyNanos @3 :Float64;
-
-      hasLeapSecond @4 :Bool;
-      leapSecond @5 :Int32;
-
-      hasFullBiasNanos @6 :Bool;
-      fullBiasNanos @7 :Int64;
-
-      hasBiasNanos @8 :Bool;
-      biasNanos @9 :Float64;
-
-      hasBiasUncertaintyNanos @10 :Bool;
-      biasUncertaintyNanos @11 :Float64;
-
-      hasDriftNanosPerSecond @12 :Bool;
-      driftNanosPerSecond @13 :Float64;
-
-      hasDriftUncertaintyNanosPerSecond @14 :Bool;
-      driftUncertaintyNanosPerSecond @15 :Float64;
-    }
-
-    struct Measurement @0xd949bf717d77614d {
-      svId @0 :Int32;
-      constellation @1 :Constellation;
-
-      timeOffsetNanos @2 :Float64;
-      state @3 :Int32;
-      receivedSvTimeNanos @4 :Int64;
-      receivedSvTimeUncertaintyNanos @5 :Int64;
-      cn0DbHz @6 :Float64;
-      pseudorangeRateMetersPerSecond @7 :Float64;
-      pseudorangeRateUncertaintyMetersPerSecond @8 :Float64;
-      accumulatedDeltaRangeState @9 :Int32;
-      accumulatedDeltaRangeMeters @10 :Float64;
-      accumulatedDeltaRangeUncertaintyMeters @11 :Float64;
-
-      hasCarrierFrequencyHz @12 :Bool;
-      carrierFrequencyHz @13 :Float32;
-      hasCarrierCycles @14 :Bool;
-      carrierCycles @15 :Int64;
-      hasCarrierPhase @16 :Bool;
-      carrierPhase @17 :Float64;
-      hasCarrierPhaseUncertainty @18 :Bool;
-      carrierPhaseUncertainty @19 :Float64;
-      hasSnrInDb @20 :Bool;
-      snrInDb @21 :Float64;
-
-      multipathIndicator @22 :MultipathIndicator;
-
-      enum Constellation @0x9ef1f3ff0deb5ffb {
-        unknown @0;
-        gps @1;
-        sbas @2;
-        glonass @3;
-        qzss @4;
-        beidou @5;
-        galileo @6;
-      }
-
-      enum State @0xcbb9490adce12d72 {
-        unknown @0;
-        codeLock @1;
-        bitSync @2;
-        subframeSync @3;
-        towDecoded @4;
-        msecAmbiguous @5;
-        symbolSync @6;
-        gloStringSync @7;
-        gloTodDecoded @8;
-        bdsD2BitSync @9;
-        bdsD2SubframeSync @10;
-        galE1bcCodeLock @11;
-        galE1c2ndCodeLock @12;
-        galE1bPageSync @13;
-        sbasSync @14;
-      }
-
-      enum MultipathIndicator @0xc04e7b6231d4caa8 {
-        unknown @0;
-        detected @1;
-        notDetected @2;
-      }
-    }
-  }
-
-  struct NavigationMessage @0xe2517b083095fd4e {
-    type @0 :Int32;
-    svId @1 :Int32;
-    messageId @2 :Int32;
-    submessageId @3 :Int32;
-    data @4 :Data;
-    status @5 :Status;
-
-    enum Status @0xec1ff7996b35366f {
-      unknown @0;
-      parityPassed @1;
-      parityRebuilt @2;
-    }
-  }
-}
-
-struct LidarPts @0xe3d6685d4e9d8f7a {
-  r @0 :List(UInt16);        # uint16   m*500.0
-  theta @1 :List(UInt16);    # uint16 deg*100.0
-  reflect @2 :List(UInt8);   # uint8      0-255
-
-  # For storing out of file.
-  idx @3 :UInt64;
-
-  # For storing in file
-  pkt @4 :Data;
-}
-
-
@@ -1,269 +0,0 @@
-# must be built with scons
-from msgq import fake_event_handle, drain_sock_raw, MultiplePublishersError, IpcError, \
-                 Context, Poller, SubSocket, PubSocket, SocketEventHandle, toggle_fake_events, \
-                 set_fake_prefix, get_fake_prefix, delete_fake_prefix, wait_for_one_event
-import msgq
-import os
-import capnp
-import time
-
-from typing import Optional, List, Union, Dict
-
-from cereal import log
-from cereal.services import SERVICE_LIST
-from openpilot.common.utils import MovingAverage
-
-NO_TRAVERSAL_LIMIT = 2**64-1
-
-
-def pub_sock(endpoint: str) -> PubSocket:
-  service = SERVICE_LIST.get(endpoint)
-  segment_size = service.queue_size if service else 0
-  return msgq.pub_sock(endpoint, segment_size)
-
-
-def sub_sock(endpoint: str, poller: Optional[Poller] = None, addr: str = "127.0.0.1",
-             conflate: bool = False, timeout: Optional[int] = None) -> SubSocket:
-  service = SERVICE_LIST.get(endpoint)
-  segment_size = service.queue_size if service else 0
-  return msgq.sub_sock(endpoint, poller=poller, addr=addr, conflate=conflate,
-                       timeout=timeout, segment_size=segment_size)
-
-
-def reset_context():
-  msgq.context = Context()
-
-
-def log_from_bytes(dat: bytes, struct: capnp.lib.capnp._StructModule = log.Event) -> capnp.lib.capnp._DynamicStructReader:
-  with struct.from_bytes(dat, traversal_limit_in_words=NO_TRAVERSAL_LIMIT) as msg:
-    return msg
-
-
-def new_message(service: Optional[str], size: Optional[int] = None, **kwargs) -> capnp.lib.capnp._DynamicStructBuilder:
-  args = {
-    'valid': False,
-    'logMonoTime': int(time.monotonic() * 1e9),
-    **kwargs
-  }
-  dat = log.Event.new_message(**args)
-  if service is not None:
-    if size is None:
-      dat.init(service)
-    else:
-      dat.init(service, size)
-  return dat
-
-
-def drain_sock(sock: SubSocket, wait_for_one: bool = False) -> List[capnp.lib.capnp._DynamicStructReader]:
-  """Receive all message currently available on the queue"""
-  msgs = drain_sock_raw(sock, wait_for_one=wait_for_one)
-  return [log_from_bytes(m) for m in msgs]
-
-
-# TODO: print when we drop packets?
-def recv_sock(sock: SubSocket, wait: bool = False) -> Optional[capnp.lib.capnp._DynamicStructReader]:
-  """Same as drain sock, but only returns latest message. Consider using conflate instead."""
-  dat = None
-
-  while 1:
-    if wait and dat is None:
-      recv = sock.receive()
-    else:
-      recv = sock.receive(non_blocking=True)
-
-    if recv is None:  # Timeout hit
-      break
-
-    dat = recv
-
-  if dat is not None:
-    dat = log_from_bytes(dat)
-
-  return dat
-
-
-def recv_one(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
-  dat = sock.receive()
-  if dat is not None:
-    dat = log_from_bytes(dat)
-  return dat
-
-
-def recv_one_or_none(sock: SubSocket) -> Optional[capnp.lib.capnp._DynamicStructReader]:
-  dat = sock.receive(non_blocking=True)
-  if dat is not None:
-    dat = log_from_bytes(dat)
-  return dat
-
-
-def recv_one_retry(sock: SubSocket) -> capnp.lib.capnp._DynamicStructReader:
-  """Keep receiving until we get a message"""
-  while True:
-    dat = sock.receive()
-    if dat is not None:
-      return log_from_bytes(dat)
-
-
-class FrequencyTracker:
-  def __init__(self, service_freq: float, update_freq: float, is_poll: bool):
-    freq = max(min(service_freq, update_freq), 1.)
-    if is_poll:
-      min_freq = max_freq = freq
-    else:
-      max_freq = min(freq, update_freq)
-      if service_freq >= 2 * update_freq:
-        min_freq = update_freq
-      elif update_freq >= 2* service_freq:
-        min_freq = freq
-      else:
-        min_freq = min(freq, freq / 2.)
-
-    self.min_freq = min_freq * 0.8
-    self.max_freq = max_freq * 1.2
-    self.avg_dt = MovingAverage(int(10 * freq))
-    self.recent_avg_dt = MovingAverage(int(freq))
-    self.prev_time = 0.0
-
-  def record_recv_time(self, cur_time: float) -> None:
-    # TODO: Handle case where cur_time is less than prev_time
-    if self.prev_time > 1e-5:
-      dt = cur_time - self.prev_time
-
-      self.avg_dt.add_value(dt)
-      self.recent_avg_dt.add_value(dt)
-
-    self.prev_time = cur_time
-
-  @property
-  def valid(self) -> bool:
-    if self.avg_dt.count == 0:
-      return False
-
-    avg_freq = 1.0 / self.avg_dt.get_average()
-    if self.min_freq <= avg_freq <= self.max_freq:
-      return True
-
-    avg_freq_recent = 1.0 / self.recent_avg_dt.get_average()
-    return self.min_freq <= avg_freq_recent <= self.max_freq
-
-
-class SubMaster:
-  def __init__(self, services: List[str], poll: Optional[str] = None,
-               ignore_alive: Optional[List[str]] = None, ignore_avg_freq: Optional[List[str]] = None,
-               ignore_valid: Optional[List[str]] = None, addr: str = "127.0.0.1", frequency: Optional[float] = None):
-    self.frame = -1
-    self.services = services
-    self.seen = {s: False for s in services}
-    self.updated = {s: False for s in services}
-    self.recv_time = {s: 0. for s in services}
-    self.recv_frame = {s: 0 for s in services}
-    self.sock = {}
-    self.data = {}
-    self.logMonoTime = {s: 0 for s in services}
-
-    # zero-frequency / on-demand services are always alive and presumed valid; all others must pass checks
-    on_demand = {s: SERVICE_LIST[s].frequency <= 1e-5 for s in services}
-    self.static_freq_services = set(s for s in services if not on_demand[s])
-    self.alive = {s: on_demand[s] for s in services}
-    self.freq_ok = {s: on_demand[s] for s in services}
-    self.valid = {s: on_demand[s] for s in services}
-
-    self.freq_tracker: Dict[str, FrequencyTracker] = {}
-    self.poller = Poller()
-    polled_services = set([poll, ] if poll is not None else services)
-    self.non_polled_services = set(services) - polled_services
-
-    self.ignore_average_freq = [] if ignore_avg_freq is None else ignore_avg_freq
-    self.ignore_alive = [] if ignore_alive is None else ignore_alive
-    self.ignore_valid = [] if ignore_valid is None else ignore_valid
-
-    self.simulation = bool(int(os.getenv("SIMULATION", "0")))
-
-    # if freq and poll aren't specified, assume the max to be conservative
-    assert frequency is None or poll is None, "Do not specify 'frequency' - frequency of the polled service will be used."
-    self.update_freq = frequency or max([SERVICE_LIST[s].frequency for s in polled_services])
-
-    for s in services:
-      p = self.poller if s not in self.non_polled_services else None
-      self.sock[s] = sub_sock(s, poller=p, addr=addr, conflate=True)
-
-      try:
-        data = new_message(s)
-      except capnp.lib.capnp.KjException:
-        data = new_message(s, 0) # lists
-
-      self.data[s] = getattr(data.as_reader(), s)
-      self.freq_tracker[s] = FrequencyTracker(SERVICE_LIST[s].frequency, self.update_freq, s == poll)
-
-  def __getitem__(self, s: str) -> capnp.lib.capnp._DynamicStructReader:
-    return self.data[s]
-
-  def _check_avg_freq(self, s: str) -> bool:
-    return SERVICE_LIST[s].frequency > 0.99 and (s not in self.ignore_average_freq) and (s not in self.ignore_alive)
-
-  def update(self, timeout: int = 100) -> None:
-    msgs = []
-    for sock in self.poller.poll(timeout):
-      msgs.append(recv_one_or_none(sock))
-
-    # non-blocking receive for non-polled sockets
-    for s in self.non_polled_services:
-      msgs.append(recv_one_or_none(self.sock[s]))
-    self.update_msgs(time.monotonic(), msgs)
-
-  def update_msgs(self, cur_time: float, msgs: List[capnp.lib.capnp._DynamicStructReader]) -> None:
-    self.frame += 1
-    self.updated = dict.fromkeys(self.services, False)
-    for msg in msgs:
-      if msg is None:
-        continue
-
-      s = msg.which()
-      self.seen[s] = True
-      self.updated[s] = True
-
-      self.freq_tracker[s].record_recv_time(cur_time)
-      self.recv_time[s] = cur_time
-      self.recv_frame[s] = self.frame
-      self.data[s] = getattr(msg, s)
-      self.logMonoTime[s] = msg.logMonoTime
-      self.valid[s] = msg.valid
-
-    for s in self.static_freq_services:
-      # alive if delay is within 10x the expected frequency; checks relaxed in simulator
-      self.alive[s] = (cur_time - self.recv_time[s]) < (10. / SERVICE_LIST[s].frequency) or (self.seen[s] and self.simulation)
-      self.freq_ok[s] = self.freq_tracker[s].valid or self.simulation
-
-  def all_alive(self, service_list: Optional[List[str]] = None) -> bool:
-    return all(self.alive[s] for s in (service_list or self.services) if s not in self.ignore_alive)
-
-  def all_freq_ok(self, service_list: Optional[List[str]] = None) -> bool:
-    return all(self.freq_ok[s] for s in (service_list or self.services) if self._check_avg_freq(s))
-
-  def all_valid(self, service_list: Optional[List[str]] = None) -> bool:
-    return all(self.valid[s] for s in (service_list or self.services) if s not in self.ignore_valid)
-
-  def all_checks(self, service_list: Optional[List[str]] = None) -> bool:
-    return self.all_alive(service_list) and self.all_freq_ok(service_list) and self.all_valid(service_list)
-
-
-class PubMaster:
-  def __init__(self, services: List[str]):
-    self.sock = {}
-    for s in services:
-      self.sock[s] = pub_sock(s)
-
-  def send(self, s: str, dat: Union[bytes, capnp.lib.capnp._DynamicStructBuilder]) -> None:
-    if not isinstance(dat, bytes):
-      dat = dat.to_bytes()
-    self.sock[s].send(dat)
-
-  def wait_for_readers_to_update(self, s: str, timeout: int, dt: float = 0.05) -> bool:
-    for _ in range(int(timeout*(1./dt))):
-      if self.sock[s].all_readers_updated():
-        return True
-      time.sleep(dt)
-    return False
-
-  def all_readers_updated(self, s: str) -> bool:
-    return self.sock[s].all_readers_updated()  # type: ignore
@@ -1,21 +0,0 @@
-import os
-import tempfile
-from typing import Dict
-from parameterized import parameterized
-
-import cereal.services as services
-from cereal.services import SERVICE_LIST
-
-
-class TestServices:
-
-  @parameterized.expand(SERVICE_LIST.keys())
-  def test_services(self, s):
-    service = SERVICE_LIST[s]
-    assert service.frequency <= 104
-    assert service.decimation != 0
-
-  def test_generated_header(self):
-    with tempfile.NamedTemporaryFile(suffix=".h") as f:
-      ret = os.system(f"python3 {services.__file__} > {f.name} && clang++ {f.name} -std=c++11")
-      assert ret == 0, "generated services header is not valid C"
@@ -1,222 +0,0 @@
-#!/usr/bin/env python3
-import argparse
-import sys
-from typing import Any, List, Tuple
-
-DEBUG = False
-
-
-def print_debug(string: str) -> None:
-  if DEBUG:
-    print(string)
-
-
-def create_schema_instance(struct: Any, prop: Tuple[str, Any]) -> Any:
-  """
-  Create a new instance of a schema type, handling different field types.
-
-  Args:
-      struct: The Cap'n Proto schema structure
-      prop: A tuple containing the field name and field metadata
-
-  Returns:
-      A new initialized schema instance
-  """
-  struct_instance = struct.new_message()
-  field_name, field_metadata = prop
-
-  try:
-    field_type = field_metadata.proto.slot.type.which()
-
-    # Initialize different types of fields
-    if field_type in ('list', 'text', 'data'):
-      struct_instance.init(field_name, 1)
-      print_debug(f"Initialized list/text/data field: {field_name}")
-    elif field_type in ('struct', 'object'):
-      struct_instance.init(field_name)
-      print_debug(f"Initialized struct/object field: {field_name}")
-
-    return struct_instance
-
-  except Exception as e:
-    print(f"Error creating instance for {field_name}: {e}")
-    return None
-
-
-def get_schema_fields(schema_struct: Any) -> List[Tuple[str, Any]]:
-  """
-  Retrieve all fields from a given schema structure.
-
-  Args:
-      schema_struct: The Cap'n Proto schema structure
-
-  Returns:
-      A list of field names and their metadata
-  """
-  try:
-    # Get all fields from the schema
-    schema_fields = list(schema_struct.schema.fields.items())
-
-    print_debug("Discovered schema fields:")
-    for field_name, field_metadata in schema_fields:
-      print_debug(f"- {field_name}")
-
-    return schema_fields
-
-  except Exception as e:
-    print(f"Error retrieving schema fields: {e}")
-    return []
-
-
-def generate_schema_instances(schema_struct: Any) -> List[Any]:
-  """
-  Generate instances for all fields in a given schema.
-
-  Args:
-      schema_struct: The Cap'n Proto schema structure
-
-  Returns:
-      A list of schema instances
-  """
-  schema_fields = get_schema_fields(schema_struct)
-  instances = []
-
-  for field_prop in schema_fields:
-    try:
-      instance = create_schema_instance(schema_struct, field_prop)
-      if instance is not None:
-        instances.append(instance)
-    except Exception as e:
-      print(f"Skipping field due to error: {e}")
-
-  print(f"Generated {len(instances)} schema instances")
-  return instances
-
-
-def persist_instances(instances: List[Any], filename: str) -> None:
-  """
-  Write schema instances to a binary file.
-
-  Args:
-      instances: List of schema instances
-      filename: Output file path
-  """
-  try:
-    with open(filename, 'wb') as f:
-      for instance in instances:
-        f.write(instance.to_bytes())
-
-    print(f"Successfully wrote {len(instances)} instances to {filename}")
-
-  except Exception as e:
-    print(f"Error persisting instances: {e}")
-    sys.exit(1)
-
-
-def read_instances(filename: str, schema_type: Any) -> List[Any]:
-  """
-  Read schema instances from a binary file.
-
-  Args:
-      filename: Input file path
-      schema_type: The schema type to use for reading
-
-  Returns:
-      A list of read schema instances
-  """
-  try:
-    with open(filename, 'rb') as f:
-      data = f.read()
-
-    instances = list(schema_type.read_multiple_bytes(data))
-
-    print(f"Read {len(instances)} instances from {filename}")
-    return instances
-
-  except Exception as e:
-    print(f"Error reading instances: {e}")
-    sys.exit(1)
-
-
-def compare_schemas(original_instances: List[Any], read_instances: List[Any]) -> bool:
-  """
-  Compare original and read-back instances to detect potential breaking changes.
-
-  Args:
-      original_instances: List of originally generated instances
-      read_instances: List of instances read back from file
-
-  Returns:
-      Boolean indicating whether schemas appear compatible
-  """
-  if len(original_instances) != len(read_instances):
-    print("❌ Schema Compatibility Warning: Instance count mismatch")
-    return False
-
-  compatible = True
-  for struct in read_instances:
-    try:
-      getattr(struct, struct.which())  # Attempting to access the field to validate readability
-    except Exception as e:
-      print(f"❌ Structural change detected: {struct.which()} is not readable.\nFull error: {e}")
-      compatible = False
-
-  return compatible
-
-
-def main():
-  """
-  CLI entry point for schema compatibility testing.
-  """
-  # Setup argument parser
-  parser = argparse.ArgumentParser(
-    description='Cap\'n Proto Schema Compatibility Testing Tool',
-    epilog='Test schema compatibility by generating and reading back instances.'
-  )
-
-  # Add mutually exclusive group for generation or reading mode
-  mode_group = parser.add_mutually_exclusive_group(required=True)
-  mode_group.add_argument('-g', '--generate', action='store_true',
-                          help='Generate schema instances')
-  mode_group.add_argument('-r', '--read', action='store_true',
-                          help='Read and validate schema instances')
-
-  # Common arguments
-  parser.add_argument('-f', '--file',
-                      default='schema_instances.bin',
-                      help='Output/input binary file (default: schema_instances.bin)')
-
-  # Parse arguments
-  args = parser.parse_args()
-
-  # Import the schema dynamically 
-  try:
-    from cereal import log
-    schema_type = log.Event
-  except ImportError:
-    print("Error: Unable to import schema. Ensure 'cereal' is installed.")
-    sys.exit(1)
-
-  # Execute based on mode
-  if args.generate:
-    print("🔧 Generating Schema Instances")
-    instances = generate_schema_instances(schema_type)
-    persist_instances(instances, args.file)
-    print("✅ Instance generation complete")
-
-  elif args.read:
-    print("🔍 Reading and Validating Schema Instances")
-    generated_instances = generate_schema_instances(schema_type)
-    read_back_instances = read_instances(args.file, schema_type)
-
-    # Compare schemas
-    if compare_schemas(generated_instances, read_back_instances):
-      print("✅ Schema Compatibility: No breaking changes detected")
-      sys.exit(0)
-    else:
-      print("❌ Potential Schema Breaking Changes Detected")
-      sys.exit(1)
-
-
-if __name__ == "__main__":
-  main()
@@ -1,99 +0,0 @@
-/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */
-#ifndef __SERVICES_H
-#define __SERVICES_H
-#include <map>
-#include <string>
-struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };
-static std::map<std::string, service> services = {
-  { "gyroscope", {"gyroscope", true, 104.000000, 104, 256000}},
-  { "accelerometer", {"accelerometer", true, 104.000000, 104, 256000}},
-  { "magnetometer", {"magnetometer", true, 25.000000, -1, 256000}},
-  { "lightSensor", {"lightSensor", true, 100.000000, 100, 256000}},
-  { "temperatureSensor", {"temperatureSensor", true, 2.000000, 200, 256000}},
-  { "gpsNMEA", {"gpsNMEA", true, 9.000000, -1, 256000}},
-  { "deviceState", {"deviceState", true, 2.000000, 1, 256000}},
-  { "touch", {"touch", true, 20.000000, 1, 256000}},
-  { "can", {"can", true, 100.000000, 2053, 10485760}},
-  { "controlsState", {"controlsState", true, 100.000000, 10, 2097152}},
-  { "selfdriveState", {"selfdriveState", true, 100.000000, 10, 256000}},
-  { "pandaStates", {"pandaStates", true, 10.000000, 1, 256000}},
-  { "peripheralState", {"peripheralState", true, 2.000000, 1, 256000}},
-  { "radarState", {"radarState", true, 20.000000, 5, 256000}},
-  { "roadEncodeIdx", {"roadEncodeIdx", false, 20.000000, 1, 256000}},
-  { "liveTracks", {"liveTracks", true, 20.000000, -1, 256000}},
-  { "sendcan", {"sendcan", true, 100.000000, 139, 2097152}},
-  { "logMessage", {"logMessage", true, 0.000000, -1, 256000}},
-  { "errorLogMessage", {"errorLogMessage", true, 0.000000, 1, 256000}},
-  { "liveCalibration", {"liveCalibration", true, 4.000000, 4, 256000}},
-  { "liveTorqueParameters", {"liveTorqueParameters", true, 4.000000, 1, 256000}},
-  { "liveDelay", {"liveDelay", true, 4.000000, 1, 256000}},
-  { "androidLog", {"androidLog", true, 0.000000, -1, 256000}},
-  { "carState", {"carState", true, 100.000000, 10, 256000}},
-  { "carControl", {"carControl", true, 100.000000, 10, 256000}},
-  { "carOutput", {"carOutput", true, 100.000000, 10, 256000}},
-  { "longitudinalPlan", {"longitudinalPlan", true, 20.000000, 10, 256000}},
-  { "driverAssistance", {"driverAssistance", true, 20.000000, 20, 256000}},
-  { "procLog", {"procLog", true, 0.500000, 15, 10485760}},
-  { "gpsLocationExternal", {"gpsLocationExternal", true, 10.000000, 10, 256000}},
-  { "gpsLocation", {"gpsLocation", true, 1.000000, 1, 256000}},
-  { "ubloxGnss", {"ubloxGnss", true, 10.000000, -1, 256000}},
-  { "qcomGnss", {"qcomGnss", true, 2.000000, -1, 256000}},
-  { "gnssMeasurements", {"gnssMeasurements", true, 10.000000, 10, 256000}},
-  { "clocks", {"clocks", true, 0.100000, 1, 256000}},
-  { "ubloxRaw", {"ubloxRaw", true, 20.000000, -1, 256000}},
-  { "livePose", {"livePose", true, 20.000000, 4, 256000}},
-  { "liveParameters", {"liveParameters", true, 20.000000, 5, 256000}},
-  { "cameraOdometry", {"cameraOdometry", true, 20.000000, 10, 256000}},
-  { "thumbnail", {"thumbnail", true, 0.016667, 1, 256000}},
-  { "onroadEvents", {"onroadEvents", true, 1.000000, 1, 256000}},
-  { "carParams", {"carParams", true, 0.020000, 1, 256000}},
-  { "roadCameraState", {"roadCameraState", true, 20.000000, 20, 256000}},
-  { "driverCameraState", {"driverCameraState", true, 20.000000, 20, 256000}},
-  { "driverEncodeIdx", {"driverEncodeIdx", false, 20.000000, 1, 256000}},
-  { "driverStateV2", {"driverStateV2", true, 20.000000, 10, 256000}},
-  { "driverMonitoringState", {"driverMonitoringState", true, 20.000000, 10, 256000}},
-  { "wideRoadEncodeIdx", {"wideRoadEncodeIdx", false, 20.000000, 1, 256000}},
-  { "wideRoadCameraState", {"wideRoadCameraState", true, 20.000000, 20, 256000}},
-  { "drivingModelData", {"drivingModelData", true, 20.000000, 10, 256000}},
-  { "modelV2", {"modelV2", true, 20.000000, -1, 10485760}},
-  { "managerState", {"managerState", true, 2.000000, 1, 256000}},
-  { "uploaderState", {"uploaderState", true, 0.000000, 1, 256000}},
-  { "navInstruction", {"navInstruction", true, 1.000000, 10, 256000}},
-  { "navRoute", {"navRoute", true, 0.000000, -1, 256000}},
-  { "navThumbnail", {"navThumbnail", true, 0.000000, -1, 256000}},
-  { "qRoadEncodeIdx", {"qRoadEncodeIdx", false, 20.000000, -1, 256000}},
-  { "userBookmark", {"userBookmark", true, 0.000000, 1, 256000}},
-  { "soundPressure", {"soundPressure", true, 10.000000, 10, 256000}},
-  { "rawAudioData", {"rawAudioData", false, 20.000000, -1, 256000}},
-  { "bookmarkButton", {"bookmarkButton", true, 0.000000, 1, 256000}},
-  { "audioFeedback", {"audioFeedback", true, 0.000000, 1, 256000}},
-  { "roadEncodeData", {"roadEncodeData", false, 20.000000, -1, 10485760}},
-  { "driverEncodeData", {"driverEncodeData", false, 20.000000, -1, 10485760}},
-  { "wideRoadEncodeData", {"wideRoadEncodeData", false, 20.000000, -1, 10485760}},
-  { "qRoadEncodeData", {"qRoadEncodeData", false, 20.000000, -1, 10485760}},
-  { "modelManagerSP", {"modelManagerSP", false, 1.000000, 1, 10485760}},
-  { "backupManagerSP", {"backupManagerSP", false, 1.000000, 1, 10485760}},
-  { "selfdriveStateSP", {"selfdriveStateSP", true, 100.000000, 10, 256000}},
-  { "longitudinalPlanSP", {"longitudinalPlanSP", true, 20.000000, 10, 256000}},
-  { "onroadEventsSP", {"onroadEventsSP", true, 1.000000, 1, 256000}},
-  { "carParamsSP", {"carParamsSP", true, 0.020000, 1, 256000}},
-  { "carControlSP", {"carControlSP", true, 100.000000, 10, 256000}},
-  { "carStateSP", {"carStateSP", true, 100.000000, 10, 256000}},
-  { "liveMapDataSP", {"liveMapDataSP", true, 1.000000, 1, 256000}},
-  { "modelDataV2SP", {"modelDataV2SP", true, 20.000000, -1, 10485760}},
-  { "liveLocationKalman", {"liveLocationKalman", true, 20.000000, -1, 256000}},
-  { "uiDebug", {"uiDebug", true, 0.000000, 1, 256000}},
-  { "testJoystick", {"testJoystick", true, 0.000000, -1, 256000}},
-  { "alertDebug", {"alertDebug", true, 20.000000, 5, 256000}},
-  { "livestreamWideRoadEncodeIdx", {"livestreamWideRoadEncodeIdx", false, 20.000000, -1, 256000}},
-  { "livestreamRoadEncodeIdx", {"livestreamRoadEncodeIdx", false, 20.000000, -1, 256000}},
-  { "livestreamDriverEncodeIdx", {"livestreamDriverEncodeIdx", false, 20.000000, -1, 256000}},
-  { "livestreamWideRoadEncodeData", {"livestreamWideRoadEncodeData", false, 20.000000, -1, 2097152}},
-  { "livestreamRoadEncodeData", {"livestreamRoadEncodeData", false, 20.000000, -1, 2097152}},
-  { "livestreamDriverEncodeData", {"livestreamDriverEncodeData", false, 20.000000, -1, 2097152}},
-  { "customReservedRawData0", {"customReservedRawData0", true, 0.000000, -1, 256000}},
-  { "customReservedRawData1", {"customReservedRawData1", true, 0.000000, -1, 256000}},
-  { "customReservedRawData2", {"customReservedRawData2", true, 0.000000, -1, 256000}},
-};
-#endif
-
@@ -1,146 +0,0 @@
-#!/usr/bin/env python3
-from enum import IntEnum
-from typing import Optional
-
-
-# TODO: this should be automatically determined using the capnp schema
-class QueueSize(IntEnum):
-  BIG = 10 * 1024 * 1024      # 10MB - video frames, large AI outputs
-  MEDIUM = 2 * 1024 * 1024    # 2MB - high freq (CAN), livestream
-  SMALL = 250 * 1024          # 250KB - most services
-
-
-class Service:
-  def __init__(self, should_log: bool, frequency: float, decimation: Optional[int] = None,
-               queue_size: QueueSize = QueueSize.SMALL):
-    self.should_log = should_log
-    self.frequency = frequency
-    self.decimation = decimation
-    self.queue_size = queue_size
-
-
-_services: dict[str, tuple] = {
-  # service: (should_log, frequency, qlog decimation (optional))
-  # note: the "EncodeIdx" packets will still be in the log
-  "gyroscope": (True, 104., 104),
-  "accelerometer": (True, 104., 104),
-  "magnetometer": (True, 25.),
-  "lightSensor": (True, 100., 100),
-  "temperatureSensor": (True, 2., 200),
-  "gpsNMEA": (True, 9.),
-  "deviceState": (True, 2., 1),
-  "touch": (True, 20., 1),
-  "can": (True, 100., 2053, QueueSize.BIG),  # decimation gives ~3 msgs in a full segment
-  "controlsState": (True, 100., 10, QueueSize.MEDIUM),
-  "selfdriveState": (True, 100., 10),
-  "pandaStates": (True, 10., 1),
-  "peripheralState": (True, 2., 1),
-  "radarState": (True, 20., 5),
-  "roadEncodeIdx": (False, 20., 1),
-  "liveTracks": (True, 20.),
-  "sendcan": (True, 100., 139, QueueSize.MEDIUM),
-  "logMessage": (True, 0.),
-  "errorLogMessage": (True, 0., 1),
-  "liveCalibration": (True, 4., 4),
-  "liveTorqueParameters": (True, 4., 1),
-  "liveDelay": (True, 4., 1),
-  "androidLog": (True, 0.),
-  "carState": (True, 100., 10),
-  "carControl": (True, 100., 10),
-  "carOutput": (True, 100., 10),
-  "longitudinalPlan": (True, 20., 10),
-  "driverAssistance": (True, 20., 20),
-  "procLog": (True, 0.5, 15, QueueSize.BIG),
-  "gpsLocationExternal": (True, 10., 10),
-  "gpsLocation": (True, 1., 1),
-  "ubloxGnss": (True, 10.),
-  "qcomGnss": (True, 2.),
-  "gnssMeasurements": (True, 10., 10),
-  "clocks": (True, 0.1, 1),
-  "ubloxRaw": (True, 20.),
-  "livePose": (True, 20., 4),
-  "liveParameters": (True, 20., 5),
-  "cameraOdometry": (True, 20., 10),
-  "thumbnail": (True, 1 / 60., 1),
-  "onroadEvents": (True, 1., 1),
-  "carParams": (True, 0.02, 1),
-  "roadCameraState": (True, 20., 20),
-  "driverCameraState": (True, 20., 20),
-  "driverEncodeIdx": (False, 20., 1),
-  "driverStateV2": (True, 20., 10),
-  "driverMonitoringState": (True, 20., 10),
-  "wideRoadEncodeIdx": (False, 20., 1),
-  "wideRoadCameraState": (True, 20., 20),
-  "drivingModelData": (True, 20., 10),
-  "modelV2": (True, 20., None, QueueSize.BIG),
-  "managerState": (True, 2., 1),
-  "uploaderState": (True, 0., 1),
-  "navInstruction": (True, 1., 10),
-  "navRoute": (True, 0.),
-  "navThumbnail": (True, 0.),
-  "qRoadEncodeIdx": (False, 20.),
-  "userBookmark": (True, 0., 1),
-  "soundPressure": (True, 10., 10),
-  "rawAudioData": (False, 20.),
-  "bookmarkButton": (True, 0., 1),
-  "audioFeedback": (True, 0., 1),
-  "roadEncodeData": (False, 20., None, QueueSize.BIG),
-  "driverEncodeData": (False, 20., None, QueueSize.BIG),
-  "wideRoadEncodeData": (False, 20., None, QueueSize.BIG),
-  "qRoadEncodeData": (False, 20., None, QueueSize.BIG),
-
-  # sunnypilot
-  "modelManagerSP": (False, 1., 1, QueueSize.BIG),
-  "backupManagerSP": (False, 1., 1, QueueSize.BIG),
-  "selfdriveStateSP": (True, 100., 10),
-  "longitudinalPlanSP": (True, 20., 10),
-  "onroadEventsSP": (True, 1., 1),
-  "carParamsSP": (True, 0.02, 1),
-  "carControlSP": (True, 100., 10),
-  "carStateSP": (True, 100., 10),
-  "liveMapDataSP": (True, 1., 1),
-  "modelDataV2SP": (True, 20., None, QueueSize.BIG),
-  "liveLocationKalman": (True, 20.),
-
-  # debug
-  "uiDebug": (True, 0., 1),
-  "testJoystick": (True, 0.),
-  "alertDebug": (True, 20., 5),
-  "livestreamWideRoadEncodeIdx": (False, 20.),
-  "livestreamRoadEncodeIdx": (False, 20.),
-  "livestreamDriverEncodeIdx": (False, 20.),
-  "livestreamWideRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
-  "livestreamRoadEncodeData": (False, 20., None, QueueSize.MEDIUM),
-  "livestreamDriverEncodeData": (False, 20., None, QueueSize.MEDIUM),
-  "customReservedRawData0": (True, 0.),
-  "customReservedRawData1": (True, 0.),
-  "customReservedRawData2": (True, 0.),
-}
-SERVICE_LIST = {name: Service(*vals) for
-                idx, (name, vals) in enumerate(_services.items())}
-
-
-def build_header():
-  h = ""
-  h += "/* THIS IS AN AUTOGENERATED FILE, PLEASE EDIT services.py */\n"
-  h += "#ifndef __SERVICES_H\n"
-  h += "#define __SERVICES_H\n"
-
-  h += "#include <map>\n"
-  h += "#include <string>\n"
-
-  h += "struct service { std::string name; bool should_log; float frequency; int decimation; size_t queue_size; };\n"
-  h += "static std::map<std::string, service> services = {\n"
-  for k, v in SERVICE_LIST.items():
-    should_log = "true" if v.should_log else "false"
-    decimation = -1 if v.decimation is None else v.decimation
-    h += '  { "%s", {"%s", %s, %f, %d, %d}},\n' % \
-         (k, k, should_log, v.frequency, decimation, v.queue_size)
-  h += "};\n"
-
-  h += "#endif\n"
-  return h
-
-
-if __name__ == "__main__":
-  print(build_header())
@@ -1 +0,0 @@
-*.cpp
@@ -1,72 +0,0 @@
-import jwt
-import os
-import requests
-import unicodedata
-from datetime import datetime, timedelta, UTC
-from openpilot.system.hardware.hw import Paths
-from openpilot.system.version import get_version
-
-# name: jwt signature algorithm
-KEYS = {"id_rsa": "RS256",
-        "id_ecdsa": "ES256"}
-
-
-class BaseApi:
-  def __init__(self, dongle_id, api_host, user_agent="openpilot-"):
-    self.dongle_id = dongle_id
-    self.api_host = api_host
-    self.user_agent = user_agent
-    self.jwt_algorithm, self.private_key, _ = self.get_key_pair()
-
-  def get(self, *args, **kwargs):
-    return self.request('GET', *args, **kwargs)
-
-  def post(self, *args, **kwargs):
-    return self.request('POST', *args, **kwargs)
-
-  def request(self, method, endpoint, timeout=None, access_token=None, **params):
-    return self.api_get(endpoint, method=method, timeout=timeout, access_token=access_token, **params)
-
-  def _get_token(self, payload_extra=None, expiry_hours=1, **extra_payload):
-    now = datetime.now(UTC).replace(tzinfo=None)
-    payload = {
-      'identity': self.dongle_id,
-      'nbf': now,
-      'iat': now,
-      'exp': now + timedelta(hours=expiry_hours),
-      **extra_payload
-    }
-    if payload_extra is not None:
-      payload.update(payload_extra)
-    token = jwt.encode(payload, self.private_key, algorithm=self.jwt_algorithm)
-    if isinstance(token, bytes):
-      token = token.decode('utf8')
-    return token
-
-  def get_token(self, payload_extra=None, expiry_hours=1):
-    return self._get_token(payload_extra, expiry_hours)
-
-  def remove_non_ascii_chars(self, text):
-    normalized_text = unicodedata.normalize('NFD', text)
-    ascii_encoded_text = normalized_text.encode('ascii', 'ignore')
-    return ascii_encoded_text.decode()
-
-  def api_get(self, endpoint, method='GET', timeout=None, access_token=None, session=None, json=None, **params):
-    headers = {}
-    if access_token is not None:
-      headers['Authorization'] = "JWT " + access_token
-
-    version = self.remove_non_ascii_chars(get_version())
-    headers['User-Agent'] = self.user_agent + version
-
-    # TODO: add session to Api
-    req = requests if session is None else session
-    return req.request(method, f"{self.api_host}/{endpoint}", timeout=timeout, headers=headers, json=json, params=params)
-
-  @staticmethod
-  def get_key_pair() -> tuple[str, str, str] | tuple[None, None, None]:
-    for key in KEYS:
-      if os.path.isfile(Paths.persist_root() + f'/comma/{key}') and os.path.isfile(Paths.persist_root() + f'/comma/{key}.pub'):
-        with open(Paths.persist_root() + f'/comma/{key}') as private, open(Paths.persist_root() + f'/comma/{key}.pub') as public:
-          return KEYS[key], private.read(), public.read()
-    return None, None, None
@@ -1,4 +0,0 @@
-import os
-
-
-BASEDIR = os.path.abspath(os.path.join(os.path.dirname(os.path.realpath(__file__)), "../"))
@@ -1,98 +0,0 @@
-#include "common/clutil.h"
-
-#include <cassert>
-#include <iostream>
-#include <memory>
-
-#include "common/util.h"
-#include "common/swaglog.h"
-
-namespace {  // helper functions
-
-template <typename Func, typename Id, typename Name>
-std::string get_info(Func get_info_func, Id id, Name param_name) {
-  size_t size = 0;
-  CL_CHECK(get_info_func(id, param_name, 0, NULL, &size));
-  std::string info(size, '\0');
-  CL_CHECK(get_info_func(id, param_name, size, info.data(), NULL));
-  return info;
-}
-inline std::string get_platform_info(cl_platform_id id, cl_platform_info name) { return get_info(&clGetPlatformInfo, id, name); }
-inline std::string get_device_info(cl_device_id id, cl_device_info name) { return get_info(&clGetDeviceInfo, id, name); }
-
-void cl_print_info(cl_platform_id platform, cl_device_id device) {
-  size_t work_group_size = 0;
-  cl_device_type device_type = 0;
-  clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(work_group_size), &work_group_size, NULL);
-  clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(device_type), &device_type, NULL);
-  const char *type_str = "Other...";
-  switch (device_type) {
-    case CL_DEVICE_TYPE_CPU: type_str ="CL_DEVICE_TYPE_CPU"; break;
-    case CL_DEVICE_TYPE_GPU: type_str = "CL_DEVICE_TYPE_GPU"; break;
-    case CL_DEVICE_TYPE_ACCELERATOR: type_str = "CL_DEVICE_TYPE_ACCELERATOR"; break;
-  }
-
-  LOGD("vendor: %s", get_platform_info(platform, CL_PLATFORM_VENDOR).c_str());
-  LOGD("platform version: %s", get_platform_info(platform, CL_PLATFORM_VERSION).c_str());
-  LOGD("profile: %s", get_platform_info(platform, CL_PLATFORM_PROFILE).c_str());
-  LOGD("extensions: %s", get_platform_info(platform, CL_PLATFORM_EXTENSIONS).c_str());
-  LOGD("name: %s", get_device_info(device, CL_DEVICE_NAME).c_str());
-  LOGD("device version: %s", get_device_info(device, CL_DEVICE_VERSION).c_str());
-  LOGD("max work group size: %zu", work_group_size);
-  LOGD("type = %d, %s", (int)device_type, type_str);
-}
-
-void cl_print_build_errors(cl_program program, cl_device_id device) {
-  cl_build_status status;
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_STATUS, sizeof(status), &status, NULL);
-  size_t log_size;
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, 0, NULL, &log_size);
-  std::string log(log_size, '\0');
-  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, log_size, &log[0], NULL);
-
-  LOGE("build failed; status=%d, log: %s", status, log.c_str());
-}
-
-}  // namespace
-
-cl_device_id cl_get_device_id(cl_device_type device_type) {
-  cl_uint num_platforms = 0;
-  CL_CHECK(clGetPlatformIDs(0, NULL, &num_platforms));
-  std::unique_ptr<cl_platform_id[]> platform_ids = std::make_unique<cl_platform_id[]>(num_platforms);
-  CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
-
-  for (size_t i = 0; i < num_platforms; ++i) {
-    LOGD("platform[%zu] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
-
-    // Get first device
-    if (cl_device_id device_id = NULL; clGetDeviceIDs(platform_ids[i], device_type, 1, &device_id, NULL) == 0 && device_id) {
-      cl_print_info(platform_ids[i], device_id);
-      return device_id;
-    }
-  }
-  LOGE("No valid openCL platform found");
-  assert(0);
-  return nullptr;
-}
-
-cl_context cl_create_context(cl_device_id device_id) {
-  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
-}
-
-void cl_release_context(cl_context context) {
-  clReleaseContext(context);
-}
-
-cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
-  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
-}
-
-cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {
-  const char *csrc = src.c_str();
-  cl_program prg = CL_CHECK_ERR(clCreateProgramWithSource(ctx, 1, &csrc, NULL, &err));
-  if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
-    cl_print_build_errors(prg, device_id);
-    assert(0);
-  }
-  return prg;
-}
@@ -1,28 +0,0 @@
-#pragma once
-
-#ifdef __APPLE__
-#include <OpenCL/cl.h>
-#else
-#include <CL/cl.h>
-#endif
-
-#include <string>
-
-#define CL_CHECK(_expr)          \
-  do {                           \
-    assert(CL_SUCCESS == (_expr)); \
-  } while (0)
-
-#define CL_CHECK_ERR(_expr)           \
-  ({                                  \
-    cl_int err = CL_INVALID_VALUE;    \
-    __typeof__(_expr) _ret = _expr;   \
-    assert(_ret&& err == CL_SUCCESS); \
-    _ret;                             \
-  })
-
-cl_device_id cl_get_device_id(cl_device_type device_type);
-cl_context cl_create_context(cl_device_id device_id);
-void cl_release_context(cl_context context);
-cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
-cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);
@@ -1,85 +0,0 @@
-#pragma once
-
-typedef struct vec3 {
-  float v[3];
-} vec3;
-
-typedef struct vec4 {
-  float v[4];
-} vec4;
-
-typedef struct mat3 {
-  float v[3*3];
-} mat3;
-
-typedef struct mat4 {
-  float v[4*4];
-} mat4;
-
-static inline mat3 matmul3(const mat3 &a, const mat3 &b) {
-  mat3 ret = {{0.0}};
-  for (int r=0; r<3; r++) {
-    for (int c=0; c<3; c++) {
-      float v = 0.0;
-      for (int k=0; k<3; k++) {
-        v += a.v[r*3+k] * b.v[k*3+c];
-      }
-      ret.v[r*3+c] = v;
-    }
-  }
-  return ret;
-}
-
-static inline vec3 matvecmul3(const mat3 &a, const vec3 &b) {
-  vec3 ret = {{0.0}};
-  for (int r=0; r<3; r++) {
-    for (int c=0; c<3; c++) {
-      ret.v[r] += a.v[r*3+c] * b.v[c];
-    }
-  }
-  return ret;
-}
-
-static inline mat4 matmul(const mat4 &a, const mat4 &b) {
-  mat4 ret = {{0.0}};
-  for (int r=0; r<4; r++) {
-    for (int c=0; c<4; c++) {
-      float v = 0.0;
-      for (int k=0; k<4; k++) {
-        v += a.v[r*4+k] * b.v[k*4+c];
-      }
-      ret.v[r*4+c] = v;
-    }
-  }
-  return ret;
-}
-
-static inline vec4 matvecmul(const mat4 &a, const vec4 &b) {
-  vec4 ret = {{0.0}};
-  for (int r=0; r<4; r++) {
-    for (int c=0; c<4; c++) {
-      ret.v[r] += a.v[r*4+c] * b.v[c];
-    }
-  }
-  return ret;
-}
-
-// scales the input and output space of a transformation matrix
-// that assumes pixel-center origin.
-static inline mat3 transform_scale_buffer(const mat3 &in, float s) {
-  // in_pt = ( transform(out_pt/s + 0.5) - 0.5) * s
-
-  mat3 transform_out = {{
-    1.0f/s, 0.0f, 0.5f,
-    0.0f, 1.0f/s, 0.5f,
-    0.0f, 0.0f, 1.0f,
-  }};
-
-  mat3 transform_in = {{
-    s,  0.0f, -0.5f*s,
-    0.0f, s, -0.5f*s,
-    0.0f, 0.0f, 1.0f,
-  }};
-
-  return matmul3(transform_in, matmul3(in, transform_out));
-}
@@ -1,50 +0,0 @@
-"""
-Utilities for generating mock messages for testing.
-example in common/tests/test_mock.py
-"""
-
-
-import functools
-import threading
-from cereal.messaging import PubMaster
-from cereal.services import SERVICE_LIST
-from openpilot.common.mock.generators import generate_livePose
-from openpilot.common.realtime import Ratekeeper
-
-
-MOCK_GENERATOR = {
-  "livePose": generate_livePose
-}
-
-
-def generate_messages_loop(services: list[str], done: threading.Event):
-  pm = PubMaster(services)
-  rk = Ratekeeper(100)
-  i = 0
-  while not done.is_set():
-    for s in services:
-      should_send = i % (100/SERVICE_LIST[s].frequency) == 0
-      if should_send:
-        message = MOCK_GENERATOR[s]()
-        pm.send(s, message)
-    i += 1
-    rk.keep_time()
-
-
-def mock_messages(services: list[str] | str):
-  if isinstance(services, str):
-    services = [services]
-
-  def decorator(func):
-    @functools.wraps(func)
-    def wrapper(*args, **kwargs):
-      done = threading.Event()
-      t = threading.Thread(target=generate_messages_loop, args=(services, done))
-      t.start()
-      try:
-        return func(*args, **kwargs)
-      finally:
-        done.set()
-        t.join()
-    return wrapper
-  return decorator
@@ -1,14 +0,0 @@
-from cereal import messaging
-
-
-def generate_livePose():
-  msg = messaging.new_message('livePose')
-  meas = {'x': 0.0, 'y': 0.0, 'z': 0.0, 'xStd': 0.0, 'yStd': 0.0, 'zStd': 0.0, 'valid': True}
-  msg.livePose.orientationNED = meas
-  msg.livePose.velocityDevice = meas
-  msg.livePose.angularVelocityDevice = meas
-  msg.livePose.accelerationDevice = meas
-  msg.livePose.inputsOK = True
-  msg.livePose.posenetOK = True
-  msg.livePose.sensorsOK = True
-  return msg
@@ -1 +0,0 @@
-#define DEFAULT_MODEL "CD210 (Default)"
@@ -1,19 +0,0 @@
-from openpilot.common.params_pyx import Params, ParamKeyFlag, ParamKeyType, UnknownKeyName
-assert Params
-assert ParamKeyFlag
-assert ParamKeyType
-assert UnknownKeyName
-
-if __name__ == "__main__":
-  import sys
-
-  params = Params()
-  key = sys.argv[1]
-  assert params.check_key(key), f"unknown param: {key}"
-
-  if len(sys.argv) == 3:
-    val = sys.argv[2]
-    print(f"SET: {key} = {val}")
-    params.put(key, val)
-  elif len(sys.argv) == 2:
-    print(f"GET: {key} = {params.get(key)}")
@@ -1,197 +0,0 @@
-# distutils: language = c++
-# cython: language_level = 3
-import builtins
-import datetime
-import json
-from libcpp cimport bool
-from libcpp.string cimport string
-from libcpp.vector cimport vector
-from libcpp.optional cimport optional
-
-from openpilot.common.swaglog import cloudlog
-
-cdef extern from "common/params.h":
-  cpdef enum ParamKeyFlag:
-    PERSISTENT
-    CLEAR_ON_MANAGER_START
-    CLEAR_ON_ONROAD_TRANSITION
-    CLEAR_ON_OFFROAD_TRANSITION
-    DEVELOPMENT_ONLY
-    CLEAR_ON_IGNITION_ON
-    BACKUP
-    ALL
-
-  cpdef enum ParamKeyType:
-    STRING
-    BOOL
-    INT
-    FLOAT
-    TIME
-    JSON
-    BYTES
-
-  cdef cppclass c_Params "Params":
-    c_Params(string) except + nogil
-    string get(string, bool) nogil
-    bool getBool(string, bool) nogil
-    int remove(string) nogil
-    int put(string, string) nogil
-    void putNonBlocking(string, string) nogil
-    void putBoolNonBlocking(string, bool) nogil
-    int putBool(string, bool) nogil
-    bool checkKey(string) nogil
-    ParamKeyType getKeyType(string) nogil
-    optional[string] getKeyDefaultValue(string) nogil
-    string getParamPath(string) nogil
-    void clearAll(ParamKeyFlag)
-    vector[string] allKeys(ParamKeyFlag)
-
-PYTHON_2_CPP = {
-  (str, STRING): lambda v: v,
-  (builtins.bool, BOOL): lambda v: "1" if v else "0",
-  (int, INT): str,
-  (float, FLOAT): str,
-  (datetime.datetime, TIME): lambda v: v.isoformat(),
-  (dict, JSON): json.dumps,
-  (list, JSON): json.dumps,
-  (bytes, BYTES): lambda v: v,
-}
-CPP_2_PYTHON = {
-  STRING: lambda v: v.decode("utf-8"),
-  BOOL: lambda v: v == b"1",
-  INT: int,
-  FLOAT: float,
-  TIME: lambda v: datetime.datetime.fromisoformat(v.decode("utf-8")),
-  JSON: json.loads,
-  BYTES: lambda v: v,
-}
-
-def ensure_bytes(v):
-  return v.encode() if isinstance(v, str) else v
-
-class UnknownKeyName(Exception):
-  pass
-
-cdef class Params:
-  cdef c_Params* p
-  cdef str d
-
-  def __cinit__(self, d=""):
-    cdef string path = <string>d.encode()
-    with nogil:
-      self.p = new c_Params(path)
-    self.d = d
-
-  def __reduce__(self):
-    return (type(self), (self.d,))
-
-  def __dealloc__(self):
-    del self.p
-
-  def clear_all(self, tx_flag=ParamKeyFlag.ALL):
-    self.p.clearAll(tx_flag)
-
-  def check_key(self, key):
-    key = ensure_bytes(key)
-    if not self.p.checkKey(key):
-      raise UnknownKeyName(key)
-    return key
-
-  def python2cpp(self, proposed_type, expected_type, value, key):
-    cast = PYTHON_2_CPP.get((proposed_type, expected_type))
-    if cast:
-      return cast(value)
-    raise TypeError(f"Type mismatch while writing param {key}: {proposed_type=} {expected_type=} {value=}")
-
-  def _cpp2python(self, t, value, default, key):
-    if value is None:
-      return None
-    try:
-      return CPP_2_PYTHON[t](value)
-    except (KeyError, TypeError, ValueError):
-      cloudlog.warning(f"Failed to cast param {key} with {value=} from type {t=}")
-      return self._cpp2python(t, default, None, key)
-
-  def get(self, key, bool block=False, bool return_default=False):
-    cdef string k = self.check_key(key)
-    cdef ParamKeyType t = self.p.getKeyType(k)
-    cdef optional[string] default = self.p.getKeyDefaultValue(k)
-    cdef string val
-    with nogil:
-      val = self.p.get(k, block)
-
-    default_val = (default.value() if default.has_value() else None) if return_default else None
-    if val == b"":
-      if block:
-        # If we got no value while running in blocked mode
-        # it means we got an interrupt while waiting
-        raise KeyboardInterrupt
-      else:
-        return self._cpp2python(t, default_val, None, key)
-    return self._cpp2python(t, val, default_val, key)
-
-  def get_bool(self, key, bool block=False):
-    cdef string k = self.check_key(key)
-    cdef bool r
-    with nogil:
-      r = self.p.getBool(k, block)
-    return r
-
-  def _put_cast(self, key, dat):
-    cdef string k = self.check_key(key)
-    cdef ParamKeyType t = self.p.getKeyType(k)
-    return ensure_bytes(self.python2cpp(type(dat), t, dat, key))
-
-  def put(self, key, dat):
-    """
-    Warning: This function blocks until the param is written to disk!
-    In very rare cases this can take over a second, and your code will hang.
-    Use the put_nonblocking, put_bool_nonblocking in time sensitive code, but
-    in general try to avoid writing params as much as possible.
-    """
-    cdef string k = self.check_key(key)
-    cdef string dat_bytes = self._put_cast(key, dat)
-    with nogil:
-      self.p.put(k, dat_bytes)
-
-  def put_bool(self, key, bool val):
-    cdef string k = self.check_key(key)
-    with nogil:
-      self.p.putBool(k, val)
-
-  def put_nonblocking(self, key, dat):
-    cdef string k = self.check_key(key)
-    cdef string dat_bytes = self._put_cast(key, dat)
-    with nogil:
-      self.p.putNonBlocking(k, dat_bytes)
-
-  def put_bool_nonblocking(self, key, bool val):
-    cdef string k = self.check_key(key)
-    with nogil:
-      self.p.putBoolNonBlocking(k, val)
-
-  def remove(self, key):
-    cdef string k = self.check_key(key)
-    with nogil:
-      self.p.remove(k)
-
-  def get_param_path(self, key=""):
-    cdef string key_bytes = ensure_bytes(key)
-    return self.p.getParamPath(key_bytes).decode("utf-8")
-
-  def get_type(self, key):
-    return self.p.getKeyType(self.check_key(key))
-
-  def all_keys(self, flag=ParamKeyFlag.ALL):
-    return self.p.allKeys(flag)
-
-  def get_default_value(self, key):
-    cdef string k = self.check_key(key)
-    cdef ParamKeyType t = self.p.getKeyType(k)
-    cdef optional[string] default = self.p.getKeyDefaultValue(k)
-    return self._cpp2python(t, default.value(), None, key) if default.has_value() else None
-
-  def cpp2python(self, key, value):
-    cdef string k = self.check_key(key)
-    cdef ParamKeyType t = self.p.getKeyType(k)
-    return self._cpp2python(t, value, None, key)
@@ -1,43 +0,0 @@
-#pragma once
-
-#include <cassert>
-#include <string>
-
-#include "common/params.h"
-#include "common/util.h"
-#include "system/hardware/hw.h"
-
-class OpenpilotPrefix {
-public:
-  OpenpilotPrefix(std::string prefix = {}) {
-    if (prefix.empty()) {
-      prefix = util::random_string(15);
-    }
-#ifdef __APPLE__
-    msgq_path = "/tmp/msgq_" + prefix;
-#else
-    msgq_path = "/dev/shm/msgq_" + prefix;
-#endif
-    bool ret = util::create_directories(msgq_path, 0777);
-    assert(ret);
-    setenv("OPENPILOT_PREFIX", prefix.c_str(), 1);
-  }
-
-  ~OpenpilotPrefix() {
-    auto param_path = Params().getParamPath();
-    if (util::file_exists(param_path)) {
-      std::string real_path = util::readlink(param_path);
-      system(util::string_format("rm %s -rf", real_path.c_str()).c_str());
-      unlink(param_path.c_str());
-    }
-    if (getenv("COMMA_CACHE") == nullptr) {
-      system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()).c_str());
-    }
-    system(util::string_format("rm %s -rf", Path::comma_home().c_str()).c_str());
-    system(util::string_format("rm %s -rf", msgq_path.c_str()).c_str());
-    unsetenv("OPENPILOT_PREFIX");
-  }
-
-private:
-  std::string msgq_path;
-};
@@ -1 +0,0 @@
-test_common
@@ -1,27 +0,0 @@
-#include "catch2/catch.hpp"
-#define private public
-#include "common/params.h"
-#include "common/util.h"
-
-TEST_CASE("params_nonblocking_put") {
-  char tmp_path[] = "/tmp/asyncWriter_XXXXXX";
-  const std::string param_path = mkdtemp(tmp_path);
-  auto param_names = {"CarParams", "IsMetric"};
-  {
-    Params params(param_path);
-    for (const auto &name : param_names) {
-      params.putNonBlocking(name, "1");
-      // param is empty
-      REQUIRE(params.get(name).empty());
-    }
-
-    // check if thread is running
-    REQUIRE(params.future.valid());
-    REQUIRE(params.future.wait_for(std::chrono::milliseconds(0)) == std::future_status::timeout);
-  }
-  // check results
-  Params p(param_path);
-  for (const auto &name : param_names) {
-    REQUIRE(p.get(name) == "1");
-  }
-}
@@ -1,141 +0,0 @@
-import pytest
-import datetime
-import os
-import threading
-import time
-import uuid
-
-from openpilot.common.params import Params, ParamKeyFlag, UnknownKeyName
-
-class TestParams:
-  def setup_method(self):
-    self.params = Params()
-
-  def test_params_put_and_get(self):
-    self.params.put("DongleId", "cb38263377b873ee")
-    assert self.params.get("DongleId") == "cb38263377b873ee"
-
-  def test_params_non_ascii(self):
-    st = b"\xe1\x90\xff"
-    self.params.put("CarParams", st)
-    assert self.params.get("CarParams") == st
-
-  def test_params_get_cleared_manager_start(self):
-    self.params.put("CarParams", b"test")
-    self.params.put("DongleId", "cb38263377b873ee")
-    assert self.params.get("CarParams") == b"test"
-
-    undefined_param = self.params.get_param_path(uuid.uuid4().hex)
-    with open(undefined_param, "w") as f:
-      f.write("test")
-    assert os.path.isfile(undefined_param)
-
-    self.params.clear_all(ParamKeyFlag.CLEAR_ON_MANAGER_START)
-    assert self.params.get("CarParams") is None
-    assert self.params.get("DongleId") is not None
-    assert not os.path.isfile(undefined_param)
-
-  def test_params_two_things(self):
-    self.params.put("DongleId", "bob")
-    self.params.put("AthenadPid", 123)
-    assert self.params.get("DongleId") == "bob"
-    assert self.params.get("AthenadPid") == 123
-
-  def test_params_get_block(self):
-    def _delayed_writer():
-      time.sleep(0.1)
-      self.params.put("CarParams", b"test")
-    threading.Thread(target=_delayed_writer).start()
-    assert self.params.get("CarParams") is None
-    assert self.params.get("CarParams", block=True) == b"test"
-
-  def test_params_unknown_key_fails(self):
-    with pytest.raises(UnknownKeyName):
-      self.params.get("swag")
-
-    with pytest.raises(UnknownKeyName):
-      self.params.get_bool("swag")
-
-    with pytest.raises(UnknownKeyName):
-      self.params.put("swag", "abc")
-
-    with pytest.raises(UnknownKeyName):
-      self.params.put_bool("swag", True)
-
-  def test_remove_not_there(self):
-    assert self.params.get("CarParams") is None
-    self.params.remove("CarParams")
-    assert self.params.get("CarParams") is None
-
-  def test_get_bool(self):
-    self.params.remove("IsMetric")
-    assert not self.params.get_bool("IsMetric")
-
-    self.params.put_bool("IsMetric", True)
-    assert self.params.get_bool("IsMetric")
-
-    self.params.put_bool("IsMetric", False)
-    assert not self.params.get_bool("IsMetric")
-
-    self.params.put("IsMetric", True)
-    assert self.params.get_bool("IsMetric")
-
-    self.params.put("IsMetric", False)
-    assert not self.params.get_bool("IsMetric")
-
-  def test_put_non_blocking_with_get_block(self):
-    q = Params()
-    def _delayed_writer():
-      time.sleep(0.1)
-      Params().put_nonblocking("CarParams", b"test")
-    threading.Thread(target=_delayed_writer).start()
-    assert q.get("CarParams") is None
-    assert q.get("CarParams", True) == b"test"
-
-  def test_put_bool_non_blocking_with_get_block(self):
-    q = Params()
-    def _delayed_writer():
-      time.sleep(0.1)
-      Params().put_bool_nonblocking("CarParams", True)
-    threading.Thread(target=_delayed_writer).start()
-    assert q.get("CarParams") is None
-    assert q.get("CarParams", True) == b"1"
-
-  def test_params_all_keys(self):
-    keys = Params().all_keys()
-
-    # sanity checks
-    assert len(keys) > 20
-    assert len(keys) == len(set(keys))
-    assert b"CarParams" in keys
-
-  def test_params_default_value(self):
-    self.params.remove("LanguageSetting")
-    self.params.remove("LongitudinalPersonality")
-    self.params.remove("LiveParameters")
-
-    assert self.params.get("LanguageSetting") is None
-    assert self.params.get("LanguageSetting", return_default=False) is None
-    assert isinstance(self.params.get("LanguageSetting", return_default=True), str)
-    assert isinstance(self.params.get("LongitudinalPersonality", return_default=True), int)
-    assert self.params.get("LiveParameters") is None
-    assert self.params.get("LiveParameters", return_default=True) is None
-
-  def test_params_get_type(self):
-    # json
-    self.params.put("ApiCache_FirehoseStats", {"a": 0})
-    assert self.params.get("ApiCache_FirehoseStats") == {"a": 0}
-
-    # int
-    self.params.put("BootCount", 1441)
-    assert self.params.get("BootCount") == 1441
-
-    # bool
-    self.params.put("AdbEnabled", True)
-    assert self.params.get("AdbEnabled")
-    assert isinstance(self.params.get("AdbEnabled"), bool)
-
-    # time
-    now = datetime.datetime.now(datetime.UTC)
-    self.params.put("InstallDate", now)
-    assert self.params.get("InstallDate") == now
@@ -1,2 +0,0 @@
-#define CATCH_CONFIG_MAIN
-#include "catch2/catch.hpp"
@@ -1,90 +0,0 @@
-#include <zmq.h>
-
-#include <iostream>
-
-#include "catch2/catch.hpp"
-#include "common/swaglog.h"
-#include "common/util.h"
-#include "common/version.h"
-#include "system/hardware/hw.h"
-#include "third_party/json11/json11.hpp"
-
-#include "sunnypilot/common/version.h"
-
-std::string daemon_name = "testy";
-std::string dongle_id = "test_dongle_id";
-int LINE_NO = 0;
-
-void log_thread(int thread_id, int msg_cnt) {
-  for (int i = 0; i < msg_cnt; ++i) {
-    LOGD("%d", thread_id);
-    LINE_NO = __LINE__ - 1;
-    usleep(1);
-  }
-}
-
-void recv_log(int thread_cnt, int thread_msg_cnt) {
-  void *zctx = zmq_ctx_new();
-  void *sock = zmq_socket(zctx, ZMQ_PULL);
-  zmq_bind(sock, Path::swaglog_ipc().c_str());
-  std::vector<int> thread_msgs(thread_cnt);
-  int total_count = 0;
-
-  for (auto start = std::chrono::steady_clock::now(), now = start;
-       now < start + std::chrono::seconds{1} && total_count < (thread_cnt * thread_msg_cnt);
-       now = std::chrono::steady_clock::now()) {
-    char buf[4096] = {};
-    if (zmq_recv(sock, buf, sizeof(buf), ZMQ_DONTWAIT) <= 0) {
-      if (errno == EAGAIN || errno == EINTR || errno == EFSM) continue;
-      break;
-    }
-
-    REQUIRE(buf[0] == CLOUDLOG_DEBUG);
-    std::string err;
-    auto msg = json11::Json::parse(buf + 1, err);
-    REQUIRE(!msg.is_null());
-
-    REQUIRE(msg["levelnum"].int_value() == CLOUDLOG_DEBUG);
-    REQUIRE_THAT(msg["filename"].string_value(), Catch::Contains("test_swaglog.cc"));
-    REQUIRE(msg["funcname"].string_value() == "log_thread");
-    REQUIRE(msg["lineno"].int_value() == LINE_NO);
-
-    auto ctx = msg["ctx"];
-
-    REQUIRE(ctx["daemon"].string_value() == daemon_name);
-    REQUIRE(ctx["dongle_id"].string_value() == dongle_id);
-    REQUIRE(ctx["dirty"].bool_value() == true);
-
-    REQUIRE(ctx["version"].string_value() == SUNNYPILOT_VERSION);
-
-    std::string device = Hardware::get_name();
-    REQUIRE(ctx["device"].string_value() == device);
-
-    int thread_id = atoi(msg["msg"].string_value().c_str());
-    REQUIRE((thread_id >= 0 && thread_id < thread_cnt));
-    thread_msgs[thread_id]++;
-    total_count++;
-  }
-  for (int i = 0; i < thread_cnt; ++i) {
-    INFO("thread :" << i);
-    REQUIRE(thread_msgs[i] == thread_msg_cnt);
-  }
-  zmq_close(sock);
-  zmq_ctx_destroy(zctx);
-}
-
-TEST_CASE("swaglog") {
-  setenv("MANAGER_DAEMON", daemon_name.c_str(), 1);
-  setenv("DONGLE_ID", dongle_id.c_str(), 1);
-  setenv("dirty", "1", 1);
-  const int thread_cnt = 5;
-  const int thread_msg_cnt = 100;
-
-  std::vector<std::thread> log_threads;
-  for (int i = 0; i < thread_cnt; ++i) {
-    log_threads.push_back(std::thread(log_thread, i, thread_msg_cnt));
-  }
-  for (auto &t : log_threads) t.join();
-
-  recv_log(thread_cnt, thread_msg_cnt);
-}
@@ -1,147 +0,0 @@
-
-#include <dirent.h>
-#include <sys/stat.h>
-#include <sys/types.h>
-
-#include <algorithm>
-#include <climits>
-#include <fstream>
-#include <random>
-#include <string>
-
-#include "catch2/catch.hpp"
-#include "common/util.h"
-
-std::string random_bytes(int size) {
-  std::random_device rd;
-  std::independent_bits_engine<std::default_random_engine, CHAR_BIT, unsigned char> rbe(rd());
-  std::string bytes(size + 1, '\0');
-  std::generate(bytes.begin(), bytes.end(), std::ref(rbe));
-  return bytes;
-}
-
-TEST_CASE("util::read_file") {
-  SECTION("read /proc/version") {
-    std::string ret = util::read_file("/proc/version");
-    REQUIRE(ret.find("Linux version") != std::string::npos);
-  }
-  SECTION("read from sysfs") {
-    std::string ret = util::read_file("/sys/power/wakeup_count");
-    REQUIRE(!ret.empty());
-  }
-  SECTION("read file") {
-    char filename[] = "/tmp/test_read_XXXXXX";
-    int fd = mkstemp(filename);
-
-    REQUIRE(util::read_file(filename).empty());
-
-    std::string content = random_bytes(64 * 1024);
-    write(fd, content.c_str(), content.size());
-    std::string ret = util::read_file(filename);
-    bool equal = (ret == content);
-    REQUIRE(equal);
-    close(fd);
-  }
-  SECTION("read directory") {
-    REQUIRE(util::read_file(".").empty());
-  }
-  SECTION("read non-existent file") {
-    std::string ret = util::read_file("does_not_exist");
-    REQUIRE(ret.empty());
-  }
-  SECTION("read non-permission") {
-    REQUIRE(util::read_file("/proc/kmsg").empty());
-  }
-}
-
-TEST_CASE("util::file_exists") {
-  char filename[] = "/tmp/test_file_exists_XXXXXX";
-  int fd = mkstemp(filename);
-  REQUIRE(fd != -1);
-  close(fd);
-
-  SECTION("existent file") {
-    REQUIRE(util::file_exists(filename));
-    REQUIRE(util::file_exists("/tmp"));
-  }
-  SECTION("nonexistent file") {
-    std::string fn = filename;
-    REQUIRE(!util::file_exists(fn + "/nonexistent"));
-  }
-  SECTION("file has no access permissions") {
-    std::string fn = "/proc/kmsg";
-    std::ifstream f(fn);
-    REQUIRE(f.good() == false);
-    REQUIRE(util::file_exists(fn));
-  }
-  ::remove(filename);
-}
-
-TEST_CASE("util::read_files_in_dir") {
-  char tmp_path[] = "/tmp/test_XXXXXX";
-  const std::string test_path = mkdtemp(tmp_path);
-  const std::string files[] = {".test1", "'test2'", "test3"};
-  for (auto fn : files) {
-    std::ofstream{test_path + "/" + fn} << fn;
-  }
-  mkdir((test_path + "/dir").c_str(), 0777);
-
-  std::map<std::string, std::string> result = util::read_files_in_dir(test_path);
-  REQUIRE(result.find("dir") == result.end());
-  REQUIRE(result.size() == std::size(files));
-  for (auto& [k, v] : result) {
-    REQUIRE(k == v);
-  }
-}
-
-
-TEST_CASE("util::safe_fwrite") {
-  char filename[] = "/tmp/XXXXXX";
-  int fd = mkstemp(filename);
-  close(fd);
-  std::string dat = random_bytes(1024 * 1024);
-
-  FILE *f = util::safe_fopen(filename, "wb");
-  REQUIRE(f != nullptr);
-  size_t size = util::safe_fwrite(dat.data(), 1, dat.size(), f);
-  REQUIRE(size == dat.size());
-  int ret = util::safe_fflush(f);
-  REQUIRE(ret == 0);
-  ret = fclose(f);
-  REQUIRE(ret == 0);
-  bool equal = (dat == util::read_file(filename));
-  REQUIRE(equal);
-}
-
-TEST_CASE("util::create_directories") {
-  system("rm /tmp/test_create_directories -rf");
-  std::string dir = "/tmp/test_create_directories/a/b/c/d/e/f";
-
-  auto check_dir_permissions = [](const std::string &dir, mode_t mode) -> bool {
-    struct stat st = {};
-    return stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
-  };
-
-  SECTION("create_directories") {
-    REQUIRE(util::create_directories(dir, 0755));
-    REQUIRE(check_dir_permissions(dir, 0755));
-  }
-  SECTION("dir already exists") {
-    REQUIRE(util::create_directories(dir, 0755));
-    REQUIRE(util::create_directories(dir, 0755));
-  }
-  SECTION("a file exists with the same name") {
-    REQUIRE(util::create_directories(dir, 0755));
-    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT);
-    REQUIRE(f != -1);
-    close(f);
-    REQUIRE(util::create_directories(dir + "/file", 0755) == false);
-    REQUIRE(util::create_directories(dir + "/file/1/2/3", 0755) == false);
-  }
-  SECTION("end with slashes") {
-    REQUIRE(util::create_directories(dir + "/", 0755));
-  }
-  SECTION("empty") {
-    REQUIRE(util::create_directories("", 0755) == false);
-  }
-}
@@ -1,2 +0,0 @@
-transformations
-transformations.cpp
@@ -1,317 +0,0 @@
-#include "common/util.h"
-#include "common/swaglog.h"
-
-#include <sys/ioctl.h>
-#include <sys/stat.h>
-#include <sys/resource.h>
-
-#include <cassert>
-#include <cerrno>
-#include <cstring>
-#include <dirent.h>
-#include <fstream>
-#include <iomanip>
-#include <random>
-#include <sstream>
-#include <limits>
-
-#ifdef __linux__
-#include <sys/prctl.h>
-#include <sys/syscall.h>
-#ifndef __USE_GNU
-#define __USE_GNU
-#endif
-#include <sched.h>
-#endif  // __linux__
-
-namespace util {
-
-void set_thread_name(const char* name) {
-#ifdef __linux__
-  // pthread_setname_np is dumb (fails instead of truncates)
-  prctl(PR_SET_NAME, (unsigned long)name, 0, 0, 0);
-#endif
-}
-
-int set_realtime_priority(int level) {
-#ifdef __linux__
-  long tid = syscall(SYS_gettid);
-
-  // should match python using chrt
-  struct sched_param sa;
-  memset(&sa, 0, sizeof(sa));
-  sa.sched_priority = level;
-  return sched_setscheduler(tid, SCHED_FIFO, &sa);
-#else
-  return -1;
-#endif
-}
-
-int set_core_affinity(std::vector<int> cores) {
-#ifdef __linux__
-  long tid = syscall(SYS_gettid);
-  cpu_set_t cpu;
-
-  CPU_ZERO(&cpu);
-  for (const int n : cores) {
-    CPU_SET(n, &cpu);
-  }
-  return sched_setaffinity(tid, sizeof(cpu), &cpu);
-#else
-  return -1;
-#endif
-}
-
-int set_file_descriptor_limit(uint64_t limit_val) {
-  struct rlimit limit;
-  int status;
-
-  if ((status = getrlimit(RLIMIT_NOFILE, &limit)) < 0)
-    return status;
-
-  limit.rlim_cur = limit_val;
-  if ((status = setrlimit(RLIMIT_NOFILE, &limit)) < 0)
-    return status;
-
-  return 0;
-}
-
-std::string read_file(const std::string& fn) {
-  std::ifstream f(fn, std::ios::binary | std::ios::in);
-  if (f.is_open()) {
-    f.seekg(0, std::ios::end);
-    std::streamsize size = f.tellg();
-    // seekg and tellg on a directory doesn't return pos_type(-1) but max(streamsize)
-    if (f.good() && size > 0 && size < std::numeric_limits<std::streamsize>::max()) {
-      std::string result(size, '\0');
-      f.seekg(0, std::ios::beg);
-      f.read(result.data(), size);
-      // return either good() or has reached end-of-file (e.g. /sys/power/wakeup_count)
-      if (f.good() || f.eof()) {
-        result.resize(f.gcount());
-        return result;
-      }
-    }
-    // fallback for files created on read, e.g. procfs
-    std::stringstream buffer;
-    buffer << f.rdbuf();
-    return buffer.str();
-  }
-  return std::string();
-}
-
-std::map<std::string, std::string> read_files_in_dir(const std::string &path) {
-  std::map<std::string, std::string> ret;
-  DIR *d = opendir(path.c_str());
-  if (!d) return ret;
-
-  struct dirent *de = NULL;
-  while ((de = readdir(d))) {
-    if (de->d_type != DT_DIR) {
-      ret[de->d_name] = util::read_file(path + "/" + de->d_name);
-    }
-  }
-
-  closedir(d);
-  return ret;
-}
-
-int write_file(const char* path, const void* data, size_t size, int flags, mode_t mode) {
-  int fd = HANDLE_EINTR(open(path, flags, mode));
-  if (fd == -1) {
-    return -1;
-  }
-  ssize_t n = HANDLE_EINTR(write(fd, data, size));
-  close(fd);
-  return (n >= 0 && (size_t)n == size) ? 0 : -1;
-}
-
-FILE* safe_fopen(const char* filename, const char* mode) {
-  FILE* fp = NULL;
-  do {
-    fp = fopen(filename, mode);
-  } while ((nullptr == fp) && (errno == EINTR));
-  return fp;
-}
-
-size_t safe_fwrite(const void* ptr, size_t size, size_t count, FILE* stream) {
-  size_t written = 0;
-  do {
-    size_t ret = ::fwrite((void*)((char *)ptr + written * size), size, count - written, stream);
-    if (ret == 0 && errno != EINTR) break;
-    written += ret;
-  } while (written != count);
-  return written;
-}
-
-int safe_fflush(FILE *stream) {
-  int ret = EOF;
-  do {
-    ret = fflush(stream);
-  } while ((EOF == ret) && (errno == EINTR));
-  return ret;
-}
-
-int safe_ioctl(int fd, unsigned long request, void *argp, const char* exception_msg) {
-  int ret;
-  do {
-    ret = ioctl(fd, request, argp);
-  } while ((ret == -1) && (errno == EINTR));
-
-  if (ret == -1 && exception_msg) {
-    LOGE("safe_ioctl error: %s %s(%d) (fd: %d request: %lx argp: %p)", exception_msg, strerror(errno), errno, fd, request, argp);
-    throw std::runtime_error(exception_msg);
-  }
-  return ret;
-}
-
-std::string readlink(const std::string &path) {
-  char buff[4096];
-  ssize_t len = ::readlink(path.c_str(), buff, sizeof(buff)-1);
-  if (len != -1) {
-    buff[len] = '\0';
-    return std::string(buff);
-  }
-  return "";
-}
-
-bool file_exists(const std::string& fn) {
-  struct stat st = {};
-  return stat(fn.c_str(), &st) != -1;
-}
-
-static bool createDirectory(std::string dir, mode_t mode) {
-  auto verify_dir = [](const std::string& dir) -> bool {
-    struct stat st = {};
-    return (stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
-  };
-  // remove trailing /'s
-  while (dir.size() > 1 && dir.back() == '/') {
-    dir.pop_back();
-  }
-  // try to mkdir this directory
-  if (mkdir(dir.c_str(), mode) == 0) return true;
-  if (errno == EEXIST) return verify_dir(dir);
-  if (errno != ENOENT) return false;
-
-  // mkdir failed because the parent dir doesn't exist, so try to create it
-  size_t slash = dir.rfind('/');
-  if ((slash == std::string::npos || slash < 1) ||
-      !createDirectory(dir.substr(0, slash), mode)) {
-    return false;
-  }
-
-  // try again
-  if (mkdir(dir.c_str(), mode) == 0) return true;
-  return errno == EEXIST && verify_dir(dir);
-}
-
-bool create_directories(const std::string& dir, mode_t mode) {
-  if (dir.empty()) return false;
-  return createDirectory(dir, mode);
-}
-
-std::string getenv(const char* key, std::string default_val) {
-  const char* val = ::getenv(key);
-  return val ? val : default_val;
-}
-
-int getenv(const char* key, int default_val) {
-  const char* val = ::getenv(key);
-  return val ? atoi(val) : default_val;
-}
-
-float getenv(const char* key, float default_val) {
-  const char* val = ::getenv(key);
-  return val ? atof(val) : default_val;
-}
-
-std::string hexdump(const uint8_t* in, const size_t size) {
-  std::stringstream ss;
-  ss << std::hex << std::setfill('0');
-  for (size_t i = 0; i < size; i++) {
-    ss << std::setw(2) << static_cast<unsigned int>(in[i]);
-  }
-  return ss.str();
-}
-
-int random_int(int min, int max) {
-  std::random_device dev;
-  std::mt19937 rng(dev());
-  std::uniform_int_distribution<std::mt19937::result_type> dist(min, max);
-  return dist(rng);
-}
-
-std::string random_string(std::string::size_type length) {
-  const std::string chrs = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
-  std::mt19937 rg{std::random_device{}()};
-  std::uniform_int_distribution<std::string::size_type> pick(0, chrs.length() - 1);
-  std::string s;
-  s.reserve(length);
-  while (length--) {
-    s += chrs[pick(rg)];
-  }
-  return s;
-}
-
-bool starts_with(const std::string &s1, const std::string &s2) {
-  return strncmp(s1.c_str(), s2.c_str(), s2.size()) == 0;
-}
-
-bool ends_with(const std::string& s, const std::string& suffix) {
-  return s.size() >= suffix.size() &&
-         strcmp(s.c_str() + (s.size() - suffix.size()), suffix.c_str()) == 0;
-}
-
-std::string strip(const std::string &str) {
-  auto should_trim = [](unsigned char ch) {
-    return std::isspace(ch) || ch == '\0';
-  };
-
-  size_t start = 0;
-  while (start < str.size() && should_trim(static_cast<unsigned char>(str[start]))) {
-    start++;
-  }
-
-  if (start == str.size()) {
-    return "";
-  }
-
-  size_t end = str.size() - 1;
-  while (end > 0 && should_trim(static_cast<unsigned char>(str[end]))) {
-    end--;
-  }
-
-  return str.substr(start, end - start + 1);
-}
-
-std::string check_output(const std::string& command) {
-  char buffer[128];
-  std::string result;
-  std::unique_ptr<FILE, decltype(&pclose)> pipe(popen(command.c_str(), "r"), pclose);
-
-  if (!pipe) {
-    return "";
-  }
-
-  while (fgets(buffer, std::size(buffer), pipe.get()) != nullptr) {
-    result += std::string(buffer);
-  }
-
-  return result;
-}
-
-bool system_time_valid() {
-  // Default to August 26, 2024
-  tm min_tm = {.tm_year = 2024 - 1900, .tm_mon = 7, .tm_mday = 26};
-  time_t min_date = mktime(&min_tm);
-
-  struct stat st;
-  if (stat("/lib/systemd/systemd", &st) == 0) {
-    min_date = std::max(min_date, st.st_mtime + 86400);  // Add 1 day (86400 seconds)
-  }
-
-  return time(nullptr) > min_date;
-}
-
-}  // namespace util
@@ -1,188 +0,0 @@
-#pragma once
-
-#include <fcntl.h>
-#include <sys/stat.h>
-#include <unistd.h>
-
-#include <algorithm>
-#include <atomic>
-#include <chrono>
-#include <csignal>
-#include <map>
-#include <memory>
-#include <mutex>
-#include <string>
-#include <thread>
-#include <vector>
-
-// keep trying if x gets interrupted by a signal
-#define HANDLE_EINTR(x)                                        \
-  ({                                                           \
-    decltype(x) ret_;                                          \
-    int try_cnt = 0;                                           \
-    do {                                                       \
-      ret_ = (x);                                              \
-    } while (ret_ == -1 && errno == EINTR && try_cnt++ < 100); \
-    ret_;                                                       \
-  })
-
-#ifndef sighandler_t
-typedef void (*sighandler_t)(int sig);
-#endif
-
-const double MILE_TO_KM = 1.609344;
-const double KM_TO_MILE = 1. / MILE_TO_KM;
-const double MS_TO_KPH = 3.6;
-const double MS_TO_MPH = MS_TO_KPH * KM_TO_MILE;
-const double METER_TO_MILE = KM_TO_MILE / 1000.0;
-const double METER_TO_FOOT = 3.28084;
-const double METER_TO_KM = 1. / 1000.0;
-
-#define ALIGNED_SIZE(x, align) (((x) + (align)-1) & ~((align)-1))
-
-namespace util {
-
-void set_thread_name(const char* name);
-int set_realtime_priority(int level);
-int set_core_affinity(std::vector<int> cores);
-int set_file_descriptor_limit(uint64_t limit);
-
-// ***** math helpers *****
-
-// map x from [a1, a2] to [b1, b2]
-template <typename T>
-T map_val(T x, T a1, T a2, T b1, T b2) {
-  x = std::clamp(x, a1, a2);
-  T ra = a2 - a1;
-  T rb = b2 - b1;
-  return (x - a1) * rb / ra + b1;
-}
-
-// ***** string helpers *****
-
-template <typename... Args>
-std::string string_format(const std::string& format, Args... args) {
-  size_t size = snprintf(nullptr, 0, format.c_str(), args...) + 1;
-  std::unique_ptr<char[]> buf(new char[size]);
-  snprintf(buf.get(), size, format.c_str(), args...);
-  return std::string(buf.get(), buf.get() + size - 1);
-}
-
-std::string getenv(const char* key, std::string default_val = "");
-int getenv(const char* key, int default_val);
-float getenv(const char* key, float default_val);
-
-std::string hexdump(const uint8_t* in, const size_t size);
-bool starts_with(const std::string &s1, const std::string &s2);
-bool ends_with(const std::string &s, const std::string &suffix);
-std::string strip(const std::string &str);
-
-// ***** random helpers *****
-int random_int(int min, int max);
-std::string random_string(std::string::size_type length);
-
-// **** file helpers *****
-std::string read_file(const std::string& fn);
-std::map<std::string, std::string> read_files_in_dir(const std::string& path);
-int write_file(const char* path, const void* data, size_t size, int flags = O_WRONLY, mode_t mode = 0664);
-
-FILE* safe_fopen(const char* filename, const char* mode);
-size_t safe_fwrite(const void * ptr, size_t size, size_t count, FILE * stream);
-int safe_fflush(FILE *stream);
-int safe_ioctl(int fd, unsigned long request, void *argp, const char* exception_msg = nullptr);
-
-std::string readlink(const std::string& path);
-bool file_exists(const std::string& fn);
-bool create_directories(const std::string &dir, mode_t mode);
-
-std::string check_output(const std::string& command);
-
-bool system_time_valid();
-
-inline void sleep_for(const int milliseconds) {
-  if (milliseconds > 0) {
-    std::this_thread::sleep_for(std::chrono::milliseconds(milliseconds));
-  }
-}
-
-}  // namespace util
-
-class ExitHandler {
-public:
-  ExitHandler() {
-    std::signal(SIGINT, (sighandler_t)set_do_exit);
-    std::signal(SIGTERM, (sighandler_t)set_do_exit);
-
-#ifndef __APPLE__
-    std::signal(SIGPWR, (sighandler_t)set_do_exit);
-#endif
-  }
-  inline static std::atomic<bool> power_failure = false;
-  inline static std::atomic<int> signal = 0;
-  inline operator bool() { return do_exit; }
-  inline ExitHandler& operator=(bool v) {
-    signal = 0;
-    do_exit = v;
-    return *this;
-  }
-private:
-  static void set_do_exit(int sig) {
-#ifndef __APPLE__
-    power_failure = (sig == SIGPWR);
-#endif
-    signal = sig;
-    do_exit = true;
-  }
-  inline static std::atomic<bool> do_exit = false;
-};
-
-struct unique_fd {
-  unique_fd(int fd = -1) : fd_(fd) {}
-  unique_fd& operator=(unique_fd&& uf) {
-    fd_ = uf.fd_;
-    uf.fd_ = -1;
-    return *this;
-  }
-  ~unique_fd() {
-    if (fd_ != -1) close(fd_);
-  }
-  operator int() const { return fd_; }
-  int fd_;
-};
-
-class FirstOrderFilter {
-public:
-  FirstOrderFilter(float x0, float ts, float dt, bool initialized = true) {
-    k_ = (dt / ts) / (1.0 + dt / ts);
-    x_ = x0;
-    initialized_ = initialized;
-  }
-  inline float update(float x) {
-    if (initialized_) {
-      x_ = (1. - k_) * x_ + k_ * x;
-    } else {
-      initialized_ = true;
-      x_ = x;
-    }
-    return x_;
-  }
-  inline void reset(float x) { x_ = x; }
-  inline float x(){ return x_; }
-
-private:
-  float x_, k_;
-  bool initialized_;
-};
-
-template<typename T>
-void update_max_atomic(std::atomic<T>& max, T const& value) {
-  T prev = max;
-  while (prev < value && !max.compare_exchange_weak(prev, value)) {}
-}
-
-typedef struct Rect {
-  int x;
-  int y;
-  int w;
-  int h;
-} Rect;
@@ -1,272 +0,0 @@
-import io
-import os
-import tempfile
-import contextlib
-import subprocess
-import time
-import functools
-from subprocess import Popen, PIPE, TimeoutExpired
-import zstandard as zstd
-
-LOG_COMPRESSION_LEVEL = 10  # little benefit up to level 15. level ~17 is a small step change
-
-class Timer:
-  """Simple lap timer for profiling sequential operations."""
-
-  def __init__(self):
-    self._start = self._lap = time.monotonic()
-    self._sections = {}
-
-  def lap(self, name):
-    now = time.monotonic()
-    self._sections[name] = now - self._lap
-    self._lap = now
-
-  @property
-  def total(self):
-    return time.monotonic() - self._start
-
-  def fmt(self, duration):
-    parts = ", ".join(f"{k}={v:.2f}s" + (f" ({duration/v:.0f}x)" if k == 'render' and v > 0 else "") for k, v in self._sections.items())
-    total = self.total
-    realtime = f"{duration/total:.1f}x realtime" if total > 0 else "N/A"
-    return f"{duration}s in {total:.1f}s ({realtime}) | {parts}"
-
-def sudo_write(val: str, path: str) -> None:
-  try:
-    with open(path, 'w') as f:
-      f.write(str(val))
-  except PermissionError:
-    os.system(f"sudo chmod a+w {path}")
-    try:
-      with open(path, 'w') as f:
-        f.write(str(val))
-    except PermissionError:
-      # fallback for debugfs files
-      os.system(f"sudo su -c 'echo {val} > {path}'")
-
-
-def sudo_read(path: str) -> str:
-  try:
-    return subprocess.check_output(f"sudo cat {path}", shell=True, encoding='utf8').strip()
-  except Exception:
-    return ""
-
-
-class MovingAverage:
-  def __init__(self, window_size: int):
-    self.window_size: int = window_size
-    self.buffer: list[float] = [0.0] * window_size
-    self.index: int = 0
-    self.count: int = 0
-    self.sum: float = 0.0
-
-  def add_value(self, new_value: float):
-    # Update the sum: subtract the value being replaced and add the new value
-    self.sum -= self.buffer[self.index]
-    self.buffer[self.index] = new_value
-    self.sum += new_value
-
-    # Update the index in a circular manner
-    self.index = (self.index + 1) % self.window_size
-
-    # Track the number of added values (for partial windows)
-    self.count = min(self.count + 1, self.window_size)
-
-  def get_average(self) -> float:
-    if self.count == 0:
-      return float('nan')
-    return self.sum / self.count
-
-
-class CallbackReader:
-  """Wraps a file, but overrides the read method to also
-  call a callback function with the number of bytes read so far."""
-
-  def __init__(self, f, callback, *args):
-    self.f = f
-    self.callback = callback
-    self.cb_args = args
-    self.total_read = 0
-
-  def __getattr__(self, attr):
-    return getattr(self.f, attr)
-
-  def read(self, *args, **kwargs):
-    chunk = self.f.read(*args, **kwargs)
-    self.total_read += len(chunk)
-    self.callback(*self.cb_args, self.total_read)
-    return chunk
-
-
-@contextlib.contextmanager
-def atomic_write(path: str, mode: str = 'w', buffering: int = -1, encoding: str | None = None, newline: str | None = None,
-                 overwrite: bool = False):
-  """Write to a file atomically using a temporary file in the same directory as the destination file."""
-  dir_name = os.path.dirname(path)
-
-  if not overwrite and os.path.exists(path):
-    raise FileExistsError(f"File '{path}' already exists. To overwrite it, set 'overwrite' to True.")
-
-  with tempfile.NamedTemporaryFile(mode=mode, buffering=buffering, encoding=encoding, newline=newline, dir=dir_name, delete=False) as tmp_file:
-    yield tmp_file
-    tmp_file_name = tmp_file.name
-  os.replace(tmp_file_name, path)
-
-
-def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.BufferedIOBase, int]:
-  if not should_compress:
-    file_size = os.path.getsize(filepath)
-    file_stream = open(filepath, "rb")
-    return file_stream, file_size
-
-  # Compress the file on the fly
-  compressed_stream = io.BytesIO()
-  compressor = zstd.ZstdCompressor(level=LOG_COMPRESSION_LEVEL)
-
-  with open(filepath, "rb") as f:
-    compressor.copy_stream(f, compressed_stream)
-    compressed_size = compressed_stream.tell()
-    compressed_stream.seek(0)
-    return compressed_stream, compressed_size
-
-
-# remove all keys that end in DEPRECATED
-def strip_deprecated_keys(d):
-  for k in list(d.keys()):
-    if isinstance(k, str):
-      if k.endswith('DEPRECATED'):
-        d.pop(k)
-      elif isinstance(d[k], dict):
-        strip_deprecated_keys(d[k])
-  return d
-
-
-def run_cmd(cmd: list[str], cwd=None, env=None) -> str:
-  return subprocess.check_output(cmd, encoding='utf8', cwd=cwd, env=env).strip()
-
-
-def run_cmd_default(cmd: list[str], default: str = "", cwd=None, env=None) -> str:
-  try:
-    return run_cmd(cmd, cwd=cwd, env=env)
-  except subprocess.CalledProcessError:
-    return default
-
-
-@contextlib.contextmanager
-def managed_proc(cmd: list[str], env: dict[str, str]):
-  proc = Popen(cmd, env=env, stdout=PIPE, stderr=PIPE)
-  try:
-    yield proc
-  finally:
-    if proc.poll() is None:
-      proc.terminate()
-    try:
-      proc.wait(timeout=5)
-    except TimeoutExpired:
-      proc.kill()
-
-
-def tabulate(tabular_data, headers=(), tablefmt="simple", floatfmt="g", stralign="left", numalign=None):
-  rows = [list(row) for row in tabular_data]
-
-  def fmt(val):
-    if isinstance(val, str):
-      return val
-    if isinstance(val, (bool, int)):
-      return str(val)
-    try:
-      return format(val, floatfmt)
-    except (TypeError, ValueError):
-      return str(val)
-
-  formatted = [[fmt(c) for c in row] for row in rows]
-  hdrs = [str(h) for h in headers] if headers else None
-
-  ncols = max((len(r) for r in formatted), default=0)
-  if hdrs:
-    ncols = max(ncols, len(hdrs))
-  if ncols == 0:
-    return ""
-
-  for r in formatted:
-    r.extend([""] * (ncols - len(r)))
-  if hdrs:
-    hdrs.extend([""] * (ncols - len(hdrs)))
-
-  widths = [0] * ncols
-  if hdrs:
-    for i in range(ncols):
-      widths[i] = len(hdrs[i])
-  for row in formatted:
-    for i in range(ncols):
-      widths[i] = max(widths[i], max(len(ln) for ln in row[i].split('\n')))
-
-  def _align(s, w):
-    if stralign == "center":
-      return s.center(w)
-    return s.ljust(w)
-
-  if tablefmt == "html":
-    parts = ["<table>"]
-    if hdrs:
-      parts.append("<thead>")
-      parts.append("<tr>" + "".join(f"<th>{h}</th>" for h in hdrs) + "</tr>")
-      parts.append("</thead>")
-    parts.append("<tbody>")
-    for row in formatted:
-      parts.append("<tr>" + "".join(f"<td>{c}</td>" for c in row) + "</tr>")
-    parts.append("</tbody>")
-    parts.append("</table>")
-    return "\n".join(parts)
-
-  if tablefmt == "simple_grid":
-    def _sep(left, mid, right):
-      return left + mid.join("\u2500" * (w + 2) for w in widths) + right
-
-    top, mid_sep, bot = _sep("\u250c", "\u252c", "\u2510"), _sep("\u251c", "\u253c", "\u2524"), _sep("\u2514", "\u2534", "\u2518")
-
-    def _fmt_row(cells):
-      split = [c.split('\n') for c in cells]
-      nlines = max(len(s) for s in split)
-      for s in split:
-        s.extend([""] * (nlines - len(s)))
-      return ["\u2502" + "\u2502".join(f" {_align(split[i][li], widths[i])} " for i in range(ncols)) + "\u2502" for li in range(nlines)]
-
-    lines = [top]
-    if hdrs:
-      lines.extend(_fmt_row(hdrs))
-      lines.append(mid_sep)
-    for ri, row in enumerate(formatted):
-      lines.extend(_fmt_row(row))
-      lines.append(mid_sep if ri < len(formatted) - 1 else bot)
-    return "\n".join(lines)
-
-  # simple
-  gap = "  "
-  lines = []
-  if hdrs:
-    lines.append(gap.join(h.ljust(w) for h, w in zip(hdrs, widths, strict=True)))
-    lines.append(gap.join("-" * w for w in widths))
-  for row in formatted:
-    lines.append(gap.join(_align(row[i], widths[i]) for i in range(ncols)))
-  return "\n".join(lines)
-
-
-def retry(attempts=3, delay=1.0, ignore_failure=False):
-  def decorator(func):
-    @functools.wraps(func)
-    def wrapper(*args, **kwargs):
-      for _ in range(attempts):
-        try:
-          return func(*args, **kwargs)
-        except Exception:
-          print(f"{func.__name__} failed, trying again")
-          time.sleep(delay)
-
-      if ignore_failure:
-        print(f"{func.__name__} failed after retry")
-      else:
-        raise Exception(f"{func.__name__} failed after retry")
-    return wrapper
-  return decorator
@@ -1 +0,0 @@
-#define COMMA_VERSION "0.10.4"
@@ -1,734 +0,0 @@
-[
-    {
-        "command": "clang++ -o common/params.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include common/params.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/params.cc",
-        "output": "/data/openpilot/common/params.o"
-    },
-    {
-        "command": "clang++ -o common/swaglog.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include common/swaglog.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/swaglog.cc",
-        "output": "/data/openpilot/common/swaglog.o"
-    },
-    {
-        "command": "clang++ -o common/util.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include common/util.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/util.cc",
-        "output": "/data/openpilot/common/util.o"
-    },
-    {
-        "command": "clang++ -o common/ratekeeper.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include common/ratekeeper.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/ratekeeper.cc",
-        "output": "/data/openpilot/common/ratekeeper.o"
-    },
-    {
-        "command": "clang++ -o common/clutil.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include common/clutil.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/clutil.cc",
-        "output": "/data/openpilot/common/clutil.o"
-    },
-    {
-        "command": "clang++ -o common/params_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include common/params_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/common/params_pyx.cpp",
-        "output": "/data/openpilot/common/params_pyx.o"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/ipc.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/ipc.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/ipc.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/ipc.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/event.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/event.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/event.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/event.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/impl_msgq.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/impl_msgq.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/impl_msgq.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/impl_msgq.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/impl_fake.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/impl_fake.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/impl_fake.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/impl_fake.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/msgq.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/msgq.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/msgq.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/msgq.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/ipc_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include msgq_repo/msgq/ipc_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/ipc_pyx.cpp",
-        "output": "/data/openpilot/msgq_repo/msgq/ipc_pyx.o"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionipc.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/visionipc/visionipc.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionipc_server.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/visionipc/visionipc_server.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_server.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_server.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionipc_client.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/visionipc/visionipc_client.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_client.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_client.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionbuf.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/visionipc/visionbuf.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionbuf.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionbuf.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionbuf_ion.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DSWAGLOG=\"\\\"common/swaglog.h\\\"\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include msgq_repo/msgq/visionipc/visionbuf_ion.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionbuf_ion.cc",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionbuf_ion.os"
-    },
-    {
-        "command": "clang++ -o msgq_repo/msgq/visionipc/visionipc_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include msgq_repo/msgq/visionipc/visionipc_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_pyx.cpp",
-        "output": "/data/openpilot/msgq_repo/msgq/visionipc/visionipc_pyx.o"
-    },
-    {
-        "command": "clang++ -o cereal/gen/cpp/log.capnp.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/gen/cpp/log.capnp.c++",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/gen/cpp/log.capnp.c++",
-        "output": "/data/openpilot/cereal/gen/cpp/log.capnp.o"
-    },
-    {
-        "command": "clang++ -o cereal/gen/cpp/car.capnp.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/gen/cpp/car.capnp.c++",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/gen/cpp/car.capnp.c++",
-        "output": "/data/openpilot/cereal/gen/cpp/car.capnp.o"
-    },
-    {
-        "command": "clang++ -o cereal/gen/cpp/legacy.capnp.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/gen/cpp/legacy.capnp.c++",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/gen/cpp/legacy.capnp.c++",
-        "output": "/data/openpilot/cereal/gen/cpp/legacy.capnp.o"
-    },
-    {
-        "command": "clang++ -o cereal/gen/cpp/custom.capnp.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/gen/cpp/custom.capnp.c++",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/gen/cpp/custom.capnp.c++",
-        "output": "/data/openpilot/cereal/gen/cpp/custom.capnp.o"
-    },
-    {
-        "command": "clang++ -o cereal/messaging/bridge.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/messaging/bridge.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/messaging/bridge.cc",
-        "output": "/data/openpilot/cereal/messaging/bridge.o"
-    },
-    {
-        "command": "clang++ -o cereal/messaging/msgq_to_zmq.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/messaging/msgq_to_zmq.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/messaging/msgq_to_zmq.cc",
-        "output": "/data/openpilot/cereal/messaging/msgq_to_zmq.o"
-    },
-    {
-        "command": "clang++ -o cereal/messaging/bridge_zmq.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/messaging/bridge_zmq.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/messaging/bridge_zmq.cc",
-        "output": "/data/openpilot/cereal/messaging/bridge_zmq.o"
-    },
-    {
-        "command": "clang++ -o cereal/messaging/socketmaster.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include cereal/messaging/socketmaster.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/cereal/messaging/socketmaster.cc",
-        "output": "/data/openpilot/cereal/messaging/socketmaster.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -o panda/board/stm32h7/board/obj/panda_h7startup_stm32h7x5xx.o -c panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "output": "/data/openpilot/panda/board/stm32h7/board/obj/panda_h7startup_stm32h7x5xx.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/panda_h7rsa.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/rsa.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/rsa.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/panda_h7rsa.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/panda_h7sha.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/sha.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/sha.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/panda_h7sha.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/board/obj/panda_h7bootstub.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/bootstub.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/bootstub.c",
-        "output": "/data/openpilot/panda/board/board/obj/panda_h7bootstub.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/board/obj/panda_h7main.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/main.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/main.c",
-        "output": "/data/openpilot/panda/board/board/obj/panda_h7main.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_JUNGLE -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -o panda/board/stm32h7/board/obj/panda_jungle_h7startup_stm32h7x5xx.o -c panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "output": "/data/openpilot/panda/board/stm32h7/board/obj/panda_jungle_h7startup_stm32h7x5xx.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/panda_jungle_h7rsa.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_JUNGLE -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/rsa.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/rsa.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/panda_jungle_h7rsa.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/panda_jungle_h7sha.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_JUNGLE -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/sha.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/sha.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/panda_jungle_h7sha.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/board/obj/panda_jungle_h7bootstub.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_JUNGLE -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/bootstub.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/bootstub.c",
-        "output": "/data/openpilot/panda/board/board/obj/panda_jungle_h7bootstub.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/jungle/board/obj/panda_jungle_h7main.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_JUNGLE -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/jungle/main.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/jungle/main.c",
-        "output": "/data/openpilot/panda/board/jungle/board/obj/panda_jungle_h7main.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_BODY -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -o panda/board/stm32h7/board/obj/body_h7startup_stm32h7x5xx.o -c panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/stm32h7/startup_stm32h7x5xx.s",
-        "output": "/data/openpilot/panda/board/stm32h7/board/obj/body_h7startup_stm32h7x5xx.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/body_h7rsa.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_BODY -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/rsa.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/rsa.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/body_h7rsa.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/crypto/board/obj/body_h7sha.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_BODY -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/crypto/sha.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/crypto/sha.c",
-        "output": "/data/openpilot/panda/crypto/board/obj/body_h7sha.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/board/obj/body_h7bootstub.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_BODY -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -DBOOTSTUB -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/bootstub.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/bootstub.c",
-        "output": "/data/openpilot/panda/board/board/obj/body_h7bootstub.o"
-    },
-    {
-        "command": "arm-none-eabi-gcc -o panda/board/body/board/obj/body_h7main.o -c -mcpu=cortex-m7 -mhard-float -DSTM32H7 -DSTM32H725xx -Iboard/stm32h7/inc -mfpu=fpv5-d16 -DPANDA_BODY -DALLOW_DEBUG -Wall -Wextra -Wstrict-prototypes -Werror -mlittle-endian -mthumb -nostdlib -fno-builtin -std=gnu11 -fmax-errors=1 -Tpanda/board/stm32h7/stm32h7x5_flash.ld -fsingle-precision-constant -Os -g -Ipanda -Ipanda/board/stm32h7/inc -Iopendbc_repo panda/board/body/main.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/panda/board/body/main.c",
-        "output": "/data/openpilot/panda/board/body/board/obj/body_h7main.o"
-    },
-    {
-        "command": "clang++ -o rednose/helpers/ekf_load.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include rednose/helpers/ekf_load.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/rednose/helpers/ekf_load.cc",
-        "output": "/data/openpilot/rednose/helpers/ekf_load.os"
-    },
-    {
-        "command": "clang++ -o rednose/helpers/ekf_sym.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include rednose/helpers/ekf_sym.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/rednose/helpers/ekf_sym.cc",
-        "output": "/data/openpilot/rednose/helpers/ekf_sym.os"
-    },
-    {
-        "command": "clang++ -o rednose/helpers/ekf_sym_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include rednose/helpers/ekf_sym_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/rednose/helpers/ekf_sym_pyx.cpp",
-        "output": "/data/openpilot/rednose/helpers/ekf_sym_pyx.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/logger.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/logger.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/logger.cc",
-        "output": "/data/openpilot/system/loggerd/logger.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/zstd_writer.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/zstd_writer.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/zstd_writer.cc",
-        "output": "/data/openpilot/system/loggerd/zstd_writer.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/video_writer.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/video_writer.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/video_writer.cc",
-        "output": "/data/openpilot/system/loggerd/video_writer.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/encoder/encoder.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/encoder/encoder.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/encoder/encoder.cc",
-        "output": "/data/openpilot/system/loggerd/encoder/encoder.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/encoder/v4l_encoder.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/encoder/v4l_encoder.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/encoder/v4l_encoder.cc",
-        "output": "/data/openpilot/system/loggerd/encoder/v4l_encoder.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/encoder/jpeg_encoder.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/encoder/jpeg_encoder.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/encoder/jpeg_encoder.cc",
-        "output": "/data/openpilot/system/loggerd/encoder/jpeg_encoder.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/loggerd.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/loggerd.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/loggerd.cc",
-        "output": "/data/openpilot/system/loggerd/loggerd.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/encoderd.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/encoderd.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/encoderd.cc",
-        "output": "/data/openpilot/system/loggerd/encoderd.o"
-    },
-    {
-        "command": "clang++ -o system/loggerd/bootlog.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/loggerd/bootlog.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/loggerd/bootlog.cc",
-        "output": "/data/openpilot/system/loggerd/bootlog.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/cameras/camera_qcom2.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/cameras/camera_qcom2.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/cameras/camera_qcom2.cc",
-        "output": "/data/openpilot/system/camerad/cameras/camera_qcom2.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/cameras/camera_common.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/cameras/camera_common.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/cameras/camera_common.cc",
-        "output": "/data/openpilot/system/camerad/cameras/camera_common.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/cameras/spectra.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/cameras/spectra.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/cameras/spectra.cc",
-        "output": "/data/openpilot/system/camerad/cameras/spectra.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/cameras/cdm.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/cameras/cdm.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/cameras/cdm.cc",
-        "output": "/data/openpilot/system/camerad/cameras/cdm.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/sensors/ox03c10.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/sensors/ox03c10.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/sensors/ox03c10.cc",
-        "output": "/data/openpilot/system/camerad/sensors/ox03c10.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/sensors/os04c10.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/sensors/os04c10.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/sensors/os04c10.cc",
-        "output": "/data/openpilot/system/camerad/sensors/os04c10.o"
-    },
-    {
-        "command": "clang++ -o system/camerad/main.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include system/camerad/main.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/system/camerad/main.cc",
-        "output": "/data/openpilot/system/camerad/main.o"
-    },
-    {
-        "command": "clang++ -o third_party/json11/json11.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unqualified-std-cast-call -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include third_party/json11/json11.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/third_party/json11/json11.cpp",
-        "output": "/data/openpilot/third_party/json11/json11.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/panda.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/panda.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/panda.cc",
-        "output": "/data/openpilot/selfdrive/pandad/panda.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/panda_comms.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/panda_comms.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/panda_comms.cc",
-        "output": "/data/openpilot/selfdrive/pandad/panda_comms.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/spi.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/spi.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/spi.cc",
-        "output": "/data/openpilot/selfdrive/pandad/spi.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/main.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/main.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/main.cc",
-        "output": "/data/openpilot/selfdrive/pandad/main.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/pandad.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/pandad.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/pandad.cc",
-        "output": "/data/openpilot/selfdrive/pandad/pandad.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/pandad/panda_safety.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/pandad/panda_safety.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/pandad/panda_safety.cc",
-        "output": "/data/openpilot/selfdrive/pandad/panda_safety.o"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_solver_lat.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_solver_lat.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_solver_lat.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_solver_lat.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_ode_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_ode_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_ode_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_ode_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_vde_forw.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_vde_forw.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_vde_forw.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_model/lat_expl_vde_forw.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_e_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/lat_cost/lat_cost_y_0_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_ocp_solver_pyx.o -c -std=gnu11 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_ocp_solver_pyx.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_ocp_solver_pyx.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/lateral_mpc_lib/c_generated_code/acados_ocp_solver_pyx.o"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_solver_long.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_solver_long.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_solver_long.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_solver_long.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_ode_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_ode_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_ode_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_ode_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_vde_forw.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_vde_forw.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_vde_forw.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_model/long_expl_vde_forw.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_e_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun_jac_ut_xt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun_jac_ut_xt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun_jac_ut_xt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_fun_jac_ut_xt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_hess.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_hess.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_hess.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_cost/long_cost_y_0_hess.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun_jac_uxt_zt.os -c -std=gnu11 -DACADOS_WITH_QPOASES -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-unused -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun_jac_uxt_zt.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun_jac_uxt_zt.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/long_constraints/long_constr_h_fun_jac_uxt_zt.os"
-    },
-    {
-        "command": "clang -o selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_ocp_solver_pyx.o -c -std=gnu11 -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_ocp_solver_pyx.c",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_ocp_solver_pyx.c",
-        "output": "/data/openpilot/selfdrive/controls/lib/longitudinal_mpc_lib/c_generated_code/acados_ocp_solver_pyx.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/locationd/models/generated/pose.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/locationd/models/generated/pose.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/locationd/models/generated/pose.cpp",
-        "output": "/data/openpilot/selfdrive/locationd/models/generated/pose.os"
-    },
-    {
-        "command": "clang++ -o selfdrive/locationd/models/generated/car.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/locationd/models/generated/car.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/locationd/models/generated/car.cpp",
-        "output": "/data/openpilot/selfdrive/locationd/models/generated/car.os"
-    },
-    {
-        "command": "clang++ -o selfdrive/modeld/models/commonmodel.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/modeld/models/commonmodel.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/modeld/models/commonmodel.cc",
-        "output": "/data/openpilot/selfdrive/modeld/models/commonmodel.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/modeld/transforms/loadyuv.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/modeld/transforms/loadyuv.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/modeld/transforms/loadyuv.cc",
-        "output": "/data/openpilot/selfdrive/modeld/transforms/loadyuv.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/modeld/transforms/transform.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include selfdrive/modeld/transforms/transform.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/modeld/transforms/transform.cc",
-        "output": "/data/openpilot/selfdrive/modeld/transforms/transform.o"
-    },
-    {
-        "command": "clang++ -o selfdrive/modeld/models/commonmodel_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/selfdrive/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include selfdrive/modeld/models/commonmodel_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/selfdrive/modeld/models/commonmodel_pyx.cpp",
-        "output": "/data/openpilot/selfdrive/modeld/models/commonmodel_pyx.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/common/transformations/orientation.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/common/transformations/orientation.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/common/transformations/orientation.cc",
-        "output": "/data/openpilot/sunnypilot/common/transformations/orientation.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/common/transformations/coordinates.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/common/transformations/coordinates.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/common/transformations/coordinates.cc",
-        "output": "/data/openpilot/sunnypilot/common/transformations/coordinates.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/models/commonmodel.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/models/commonmodel.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/models/commonmodel.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/models/commonmodel.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/transforms/loadyuv.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/transforms/loadyuv.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/transforms/loadyuv.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/transforms/transform.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/transforms/transform.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/transforms/transform.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/transforms/transform.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/runners/runmodel_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include sunnypilot/modeld/runners/runmodel_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/runners/runmodel_pyx.cpp",
-        "output": "/data/openpilot/sunnypilot/modeld/runners/runmodel_pyx.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/models/commonmodel_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include sunnypilot/modeld/models/commonmodel_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/models/commonmodel_pyx.cpp",
-        "output": "/data/openpilot/sunnypilot/modeld/models/commonmodel_pyx.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/thneed/clutil_legacy.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/thneed/clutil_legacy.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/thneed/clutil_legacy.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/thneed/clutil_legacy.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/thneed/thneed_common.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/thneed/thneed_common.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/thneed/thneed_common.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/thneed/thneed_common.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/thneed/serialize.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/thneed/serialize.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/thneed/serialize.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/thneed/serialize.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/thneed/thneed_qcom2.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/thneed/thneed_qcom2.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/thneed/thneed_qcom2.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/thneed/thneed_qcom2.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/runners/thneedmodel.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld/runners/thneedmodel.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/runners/thneedmodel.cc",
-        "output": "/data/openpilot/sunnypilot/modeld/runners/thneedmodel.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld/runners/thneedmodel_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include sunnypilot/modeld/runners/thneedmodel_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld/runners/thneedmodel_pyx.cpp",
-        "output": "/data/openpilot/sunnypilot/modeld/runners/thneedmodel_pyx.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld_v2/models/commonmodel.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld_v2/models/commonmodel.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld_v2/models/commonmodel.cc",
-        "output": "/data/openpilot/sunnypilot/modeld_v2/models/commonmodel.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld_v2/transforms/loadyuv.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld_v2/transforms/loadyuv.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.cc",
-        "output": "/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld_v2/transforms/transform.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/modeld_v2/transforms/transform.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld_v2/transforms/transform.cc",
-        "output": "/data/openpilot/sunnypilot/modeld_v2/transforms/transform.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/modeld_v2/models/commonmodel_pyx.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -DTRANSFORM_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/transform.cl\\\" -DLOADYUV_PATH=\\\"/data/openpilot/sunnypilot/modeld_v2/transforms/loadyuv.cl\\\" -g -fPIC -O2 -Wunused -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -Wno-#warnings -Wno-shadow -Wno-deprecated-declarations -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include -I/usr/include/python3.12 -I/usr/local/venv/lib/python3.12/site-packages/numpy/_core/include sunnypilot/modeld_v2/models/commonmodel_pyx.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/modeld_v2/models/commonmodel_pyx.cpp",
-        "output": "/data/openpilot/sunnypilot/modeld_v2/models/commonmodel_pyx.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/selfdrive/locationd/models/generated/live.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/selfdrive/locationd/models/generated/live.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/selfdrive/locationd/models/generated/live.cpp",
-        "output": "/data/openpilot/sunnypilot/selfdrive/locationd/models/generated/live.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/selfdrive/locationd/models/generated/car.os -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -fPIC -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/selfdrive/locationd/models/generated/car.cpp",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/selfdrive/locationd/models/generated/car.cpp",
-        "output": "/data/openpilot/sunnypilot/selfdrive/locationd/models/generated/car.os"
-    },
-    {
-        "command": "clang++ -o sunnypilot/selfdrive/locationd/locationd.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/selfdrive/locationd/locationd.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/selfdrive/locationd/locationd.cc",
-        "output": "/data/openpilot/sunnypilot/selfdrive/locationd/locationd.o"
-    },
-    {
-        "command": "clang++ -o sunnypilot/selfdrive/locationd/models/live_kf.o -c -std=c++1z -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -g -fPIC -O2 -Wunused -Werror -Wshadow -Wno-unknown-warning-option -Wno-inconsistent-missing-override -Wno-c99-designator -Wno-reorder-init-list -Wno-vla-cxx-extension -D__TICI__ -mcpu=cortex-a57 -DQCOM2 -I. -Imsgq -Ithird_party -Ithird_party/json11 -Ithird_party/linux/include -Ithird_party/acados/include -Ithird_party/acados/include/blasfeo/include -Ithird_party/acados/include/hpipm/include -Ithird_party/catch2/include -Ithird_party/libyuv/include -Ithird_party/opencl/include sunnypilot/selfdrive/locationd/models/live_kf.cc",
-        "directory": "/data/openpilot",
-        "file": "/data/openpilot/sunnypilot/selfdrive/locationd/models/live_kf.cc",
-        "output": "/data/openpilot/sunnypilot/selfdrive/locationd/models/live_kf.o"
-    }
-]
@@ -1,112 +0,0 @@
-import contextlib
-import gc
-import os
-import pytest
-
-from openpilot.common.prefix import OpenpilotPrefix
-from openpilot.system.manager import manager
-from openpilot.system.hardware import TICI, HARDWARE
-
-# TODO: pytest-cpp doesn't support FAIL, and we need to create test translations in sessionstart
-# pending https://github.com/pytest-dev/pytest-cpp/pull/147
-collect_ignore = [
-  "selfdrive/ui/tests/test_translations",
-  "selfdrive/test/process_replay/test_processes.py",
-  "selfdrive/test/process_replay/test_regen.py",
-]
-collect_ignore_glob = [
-  "selfdrive/debug/*.py",
-  "selfdrive/modeld/*.py",
-  "sunnypilot/modeld*/*.py",
-]
-
-
-def pytest_sessionstart(session):
-  # TODO: fix tests and enable test order randomization
-  if session.config.pluginmanager.hasplugin('randomly'):
-    session.config.option.randomly_reorganize = False
-
-
-@pytest.hookimpl(hookwrapper=True, trylast=True)
-def pytest_runtest_call(item):
-  # ensure we run as a hook after capturemanager's
-  if item.get_closest_marker("nocapture") is not None:
-    capmanager = item.config.pluginmanager.getplugin("capturemanager")
-    with capmanager.global_and_fixture_disabled():
-      yield
-  else:
-    yield
-
-
-@contextlib.contextmanager
-def clean_env():
-  starting_env = dict(os.environ)
-  yield
-  os.environ.clear()
-  os.environ.update(starting_env)
-
-
-@pytest.fixture(scope="function", autouse=True)
-def openpilot_function_fixture(request):
-  with clean_env():
-    # setup a clean environment for each test
-    with OpenpilotPrefix(shared_download_cache=request.node.get_closest_marker("shared_download_cache") is not None) as prefix:
-      prefix = os.environ["OPENPILOT_PREFIX"]
-
-      yield
-
-      # ensure the test doesn't change the prefix
-      assert "OPENPILOT_PREFIX" in os.environ and prefix == os.environ["OPENPILOT_PREFIX"]
-
-    # cleanup any started processes
-    manager.manager_cleanup()
-
-    # some processes disable gc for performance, re-enable here
-    if not gc.isenabled():
-      gc.enable()
-      gc.collect()
-
-# If you use setUpClass, the environment variables won't be cleared properly,
-# so we need to hook both the function and class pytest fixtures
-@pytest.fixture(scope="class", autouse=True)
-def openpilot_class_fixture():
-  with clean_env():
-    yield
-
-
-@pytest.fixture(scope="function")
-def tici_setup_fixture(request, openpilot_function_fixture):
-  """Ensure a consistent state for tests on-device. Needs the openpilot function fixture to run first."""
-  if 'skip_tici_setup' in request.keywords:
-    return
-  HARDWARE.initialize_hardware()
-  HARDWARE.set_power_save(False)
-  os.system("pkill -9 -f athena")
-
-
-@pytest.hookimpl(tryfirst=True)
-def pytest_collection_modifyitems(config, items):
-  skipper = pytest.mark.skip(reason="Skipping tici test on PC")
-  for item in items:
-    if "tici" in item.keywords:
-      if not TICI:
-        item.add_marker(skipper)
-      else:
-        item.fixturenames.append('tici_setup_fixture')
-
-    if "xdist_group_class_property" in item.keywords:
-      class_property_name = item.get_closest_marker('xdist_group_class_property').args[0]
-      class_property_value = getattr(item.cls, class_property_name)
-      item.add_marker(pytest.mark.xdist_group(class_property_value))
-
-
-@pytest.hookimpl(trylast=True)
-def pytest_configure(config):
-  config_line = "xdist_group_class_property: group tests by a property of the class that contains them"
-  config.addinivalue_line("markers", config_line)
-
-  config_line = "nocapture: don't capture test output"
-  config.addinivalue_line("markers", config_line)
-
-  config_line = "shared_download_cache: share download cache between tests"
-  config.addinivalue_line("markers", config_line)
@@ -0,0 +1,44 @@
+# AI policy
+
+## Why this exists
+
+We use AI tools ourselves, so this isn't an anti-AI stance. The problem is people submitting code, issues, or comments they don't actually understand. AI makes that very easy to do, and it creates real work for reviewers who have to figure out what you meant when you can't explain it yourself.
+
+If you're not going to put effort into understanding and verifying your submission, we're not going to put effort into reviewing it.
+
+## The rule
+
+You are responsible for everything you submit: code, PR descriptions, issues, bug reports, comments.
+
+1. Understand what you submit. If a reviewer asks why you did something, you answer from your own understanding, not by re-prompting. If you can't do that, don't submit it.
+
+2. Test your change. AI gets things wrong all the time. Run it, break it, confirm it actually works.
+
+3. Driving fixes need real evidence. Attach a dongle ID, upload logs, and include segments that show the fix working. A route hash by itself proves nothing.
+
+4. No AI-generated media (images, diagrams, videos) in issues or PRs.
+
+## Disclosure
+
+If AI tools helped you write something, say so. Add an `Assisted-by:` line in your commit message:
+
+```
+Assisted-by: GitHub Copilot
+Assisted-by: Claude
+```
+
+Disclosing won't count against your PR. It helps reviewers know where to look. Hiding it and getting caught will.
+
+## How we review
+
+Reviewers are looking at whether you understand your own change. Can you explain it? Can you respond to feedback without re-prompting? Does your PR description say why you made the change, not just list what changed?
+
+Good code from someone who used AI and understands what they wrote is fine. How you got there doesn't matter as long as you can stand behind it.
+
+## What happens
+
+Submissions that don't meet this bar get closed. If it keeps happening, you get blocked.
+
+## Maintainers
+
+Maintainers use AI at their discretion. They've earned that through sustained contribution and they know the codebase.
@@ -1,27 +1,28 @@
-<!--- AUTOGENERATED FROM selfdrive/car/CARS_template.md, DO NOT EDIT. --->
+<!--- 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
+# 345 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</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">Buy Here</a></sub></details>|||
-|Acura|TLX 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2021">Buy Here</a></sub></details>|||
+|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|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
-|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
-|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
-|Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
-|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
-|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
-|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim, without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|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>|||
@@ -31,34 +32,35 @@ A supported vehicle is one that just works when you install a comma device. All
 |Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>|||
 |Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>|||
 |Chrysler|Pacifica Hybrid 2019-25|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>|||
-|comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 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>|||
+|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[<sup>12</sup>](#footnotes)|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 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 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"></img></a>|
+|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"></img></a>|
+|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"></img></a>|
-|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|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"></img></a>|
-|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Ford|Focus 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>|||
-|Ford|Focus Hybrid 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>|||
+|Ford|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"></img></a>|
+|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"></img></a>|
+|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"></img></a>|
-|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|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>|||
@@ -73,36 +75,37 @@ A supported vehicle is one that just works when you install a comma device. All
 |Genesis|GV70 Electrified (Australia Only) 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>|||
 |Genesis|GV70 Electrified (with HDA II) 2023-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>|||
 |Genesis|GV80 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV80 2023">Buy Here</a></sub></details>|||
-|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|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</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>|||
-|Honda|Accord Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>|||
-|Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>|||
-|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025-26">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>|||
-|Honda|Civic Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025-26">Buy Here</a></sub></details>|||
+|Honda|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) 2023-25|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) 2023-25">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</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 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</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 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</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|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 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda HR-V 2023-25">Buy Here</a></sub></details>|||
-|Honda|Insight 2019-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Insight 2019-22">Buy Here</a></sub></details>|||
-|Honda|Inspire 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Inspire 2018">Buy Here</a></sub></details>|||
-|Honda|N-Box 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|11 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda N-Box 2018">Buy Here</a></sub></details>|||
+|Honda|HR-V 2023-25|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 2023-25">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</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 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>|||
@@ -115,15 +118,16 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>|||
 |Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2017-18">Buy Here</a></sub></details>|||
 |Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2019">Buy Here</a></sub></details>|||
-|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Elantra 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"></img></a>||
+|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>|||
@@ -134,17 +138,17 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Kona 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 2022-23">Buy Here</a></sub></details>|||
 |Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>|||
 |Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>|||
-|Hyundai|Kona Electric (with HDA II, Korea only) 2023|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Kona 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"></img></a>||
+|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"></img></a>||
-|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Santa Fe 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"></img></a>||
+|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>|||
@@ -154,8 +158,8 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Tucson Hybrid 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>|||
 |Hyundai|Tucson Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>|||
 |Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">Buy Here</a></sub></details>|||
-|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|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>|||
@@ -166,40 +170,41 @@ A supported vehicle is one that just works when you install a comma device. All
 |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"></img></a>||
-|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Niro EV (with HDA II) 2025|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>|||
+|Kia|Niro EV 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|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>|||
+|Kia|Niro 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|Optima Hybrid 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 H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>|||
 |Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>|||
-|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Sorento 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"></img></a>||
+|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"></img></a>||
+|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>|||
@@ -220,48 +225,51 @@ A supported vehicle is one that just works when you install a comma device. All
 |Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>|||
 |Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>|||
 |Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>|||
-|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|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"></img></a>||
-|Nissan[<sup>5</sup>](#footnotes)|Altima 2019-20, 2024|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20, 2024">Buy Here</a></sub></details>|||
-|Nissan[<sup>5</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Nissan[<sup>5</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>|||
-|Nissan[<sup>5</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 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>|||
+|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)|Leaf IC 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 IC 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|32 mph|1 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 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>|||
 |Ram|2500 2020-24|Adaptive Cruise Control (ACC)|Stock|0 mph|36 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 2500 2020-24">Buy Here</a></sub></details>|||
 |Ram|3500 2019-22|Adaptive Cruise Control (ACC)|Stock|0 mph|36 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 3500 2019-22">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/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
-|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
-|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
-|Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.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 2017-18|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 2017-18">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Impreza 2017-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Impreza 2017-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Impreza 2020-22|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.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 2015-18|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Legacy 2015-18">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Legacy 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Legacy 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Outback 2015-17|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Outback 2015-17">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 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Outback 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>|||
-|Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Škoda|Fabia 2022-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Škoda|Kamiq 2021-23[<sup>11,13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Škoda|Karoq 2019-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
-|Škoda|Kodiaq 2017-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
-|Škoda|Octavia 2015-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
-|Škoda|Octavia RS 2016[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
-|Škoda|Octavia Scout 2017-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
-|Škoda|Scala 2020-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Škoda|Superb 2015-22[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
-|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>|||
-|Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>|||
-|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
-|Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW4) 2024-25[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW4) 2024-25">Buy Here</a></sub></details>|||
+|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|R1S 2025|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 B 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 2025">Buy Here</a></sub></details>|||
+|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>|
+|Rivian|R1T 2025|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 B 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 2025">Buy Here</a></sub></details>|||
+|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-full.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-full.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-full.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 2017-18|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 2017-18">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-full.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-full.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-full.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 2015-18|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Legacy 2015-18">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 2015-17|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Outback 2015-17">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 2018-19|EyeSight Driver Assistance[<sup>7</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.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 Outback 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>|||
+|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-full.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-full.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) 2020-23[<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 Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
+|Tesla[<sup>10</sup>](#footnotes)|Model Y (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 Y (with HW4) 2024-25">Buy Here</a></sub></details>|||
 |Toyota|Alphard 2019-20|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard 2019-20">Buy Here</a></sub></details>|||
 |Toyota|Alphard Hybrid 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Alphard Hybrid 2021">Buy Here</a></sub></details>|||
 |Toyota|Avalon 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Avalon 2016">Buy Here</a></sub></details>|||
@@ -274,92 +282,96 @@ A supported vehicle is one that just works when you install a comma device. All
 |Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>|||
 |Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>|||
 |Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>|||
-|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>|||
-|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Camry 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"></img></a>||
+|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"></img></a>||
+|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"></img></a>||
+|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"></img></a>||
-|Toyota|Prius 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius Prime 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius 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"></img></a>||
+|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"></img></a>||
-|Toyota|RAV4 Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 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"></img></a>||
-|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Toyota|Sienna 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
-|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
-|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
-|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
-|Volkswagen|Jetta 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 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|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Passat 2015-22[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
-|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
-|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 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>|||
+|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[<sup>12</sup>](#footnotes)|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 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 ID.4 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen[<sup>12</sup>](#footnotes)|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 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 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 `devel` or `nightly-dev`. <br />
+<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>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/nissan" target="_blank">Nissan</a>. <br />
-<sup>6</sup>In the non-US market, openpilot requires the car to come equipped with EyeSight with Lane Keep Assistance. <br />
-<sup>7</sup>Enabling longitudinal control (alpha) will disable all EyeSight functionality, including AEB, LDW, and RAB. <br />
-<sup>8</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
-<sup>9</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
-<sup>10</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
-<sup>11</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
-<sup>12</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
-<sup>13</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma four functionality. <br />
-<sup>14</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
-<sup>15</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
+<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>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
+<sup>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/).
@@ -1,3 +1,5 @@
+> sunnypilot follows [commaai/openpilot](https://github.com/commaai/openpilot)'s contributing guidelines. The following applies to all contributions here.
+
 # 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. Check out our [post about externalization](https://blog.comma.ai/a-2020-theme-externalization/).
@@ -13,13 +15,13 @@ Development is coordinated through [Discord](https://discord.comma.ai) and GitHu
 ## What contributions are we looking for?

 **openpilot's priorities are [safety](SAFETY.md), stability, quality, and features, in that order.**
-openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal. 
+openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal.

 ### What gets merged?

 The probability of a pull request being merged is a function of its value to the project and the effort it will take us to get it merged.
 If a PR offers *some* value but will take lots of time to get merged, it will be closed.
-Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged. 
+Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged.

 All of these are examples of good PRs:
 * typo fix: https://github.com/commaai/openpilot/pull/30678
@@ -29,17 +31,18 @@ All of these are examples of good PRs:

 ### What doesn't get merged?

-* **style changes**: code is art, and it's up to the author to make it beautiful 
+* **style changes**: code is art, and it's up to the author to make it beautiful
 * **500+ line PRs**: clean it up, break it up into smaller PRs, or both
 * **PRs without a clear goal**: every PR must have a singular and clear goal
 * **UI design**: we do not have a good review process for this yet
 * **New features**: We believe openpilot is mostly feature-complete, and the rest is a matter of refinement and fixing bugs. As a result of this, most feature PRs will be immediately closed, however the beauty of open source is that forks can and do offer features that upstream openpilot doesn't.
-* **Negative expected value**: This a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
+* **Negative expected value**: This is a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
+* **AI-generated contributions**: see our [AI policy](AI_POLICY.md)

 ### First contribution

 [Projects / openpilot bounties](https://github.com/orgs/commaai/projects/26/views/1?pane=info) is the best place to get started and goes in-depth on what's expected when working on a bounty.
-There's lot of bounties that don't require a comma 3X or a car.
+There are a lot of bounties that don't require a comma four or a car.

 ## Pull Requests

@@ -58,7 +61,7 @@ A good pull request has all of the following:

 * Report bugs in GitHub issues.
 * Report driving issues in the `#driving-feedback` Discord channel.
-* Consider opting into driver camera uploads to improve the driver monitoring model.
+* Consider opting into cabin camera uploads to improve the driver monitoring model.
 * Connect your device to Wi-Fi regularly, so that we can pull data for training better driving models.
 * Run the `nightly` branch and report issues. This branch is like `master` but it's built just like a release.
 * Annotate images in the [comma10k dataset](https://github.com/commaai/comma10k).
@@ -68,6 +71,6 @@ A good pull request has all of the following:
 ### A guide for forks

 In order for your fork's data to be eligible for the training set:
-* **Your cereal messaging structs must be [compatible](../cereal#custom-forks)**
+* **Your cereal messaging structs must be [compatible](../openpilot/cereal#custom-forks)**
 * **The definitions of all the stock messaging structs must not change**: Do not change how any of the fields are set, including everything from `selfdriveState.enabled` to `carState.steeringAngleDeg`. Instead, create your own structs and set them however you'd like.
 * **Do not include cars that are not supported in upstream platforms**: Instead, create new opendbc platforms for cars that you'd like to support outside of upstream, even if it's just a trim-level difference.
@@ -52,7 +52,7 @@ Many factors can impact the performance of openpilot DM, causing it to be unable

 * 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 driver facing camera.
-* The driver facing camera is obstructed, covered, or damaged.
+* 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.
@@ -1,26 +1,14 @@
-# openpilot docs
+# Docs development

-This is the source for [docs.comma.ai](https://docs.comma.ai).
+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).

-## Development
-NOTE: Those commands must be run in the root directory of openpilot, **not /docs**
-
-**1. Install the docs dependencies**
+**1. Build the site**
 ``` bash
-pip install .[docs]
+python docs/serve.py --build
 ```

-**2. Build the new site**
+**2. Run the site locally** (rebuilds on change)
 ``` bash
-mkdocs build
+python docs/serve.py
 ```
-
-**3. Run the new site locally**
-``` bash
-mkdocs serve
-```
-
-References:
-* https://www.mkdocs.org/getting-started/
-* https://github.com/ntno/mkdocs-terminal
@@ -4,8 +4,8 @@ openpilot is an Adaptive Cruise Control (ACC) and Automated Lane Centering (ALC)
 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.

-In order to enforce driver alertness, openpilot includes a driver monitoring feature
-that alerts the driver when distracted.
+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
@@ -35,8 +35,8 @@ For additional safety implementation details, refer to [panda safety model](http

 ### Forks of openpilot

-* Do not disable or nerf [driver monitoring](https://github.com/commaai/openpilot/tree/master/selfdrive/monitoring)
-* Do not disable or nerf [excessive actuation checks](https://github.com/commaai/openpilot/tree/master/selfdrive/selfdrived/helpers.py)
+* 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
@@ -0,0 +1 @@
+../../openpilot/selfdrive/assets/icons_mici/settings/comma_icon.png
@@ -0,0 +1,7 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 128 128">
+  <style>
+    path { fill: #000; }
+    @media (prefers-color-scheme: dark) { path { fill: #fff; } }
+  </style>
+  <path transform="translate(28.5)" d="M35.5 0C15.9 0 0 15.9 0 35.5S12 61 30 61c5 0 9-1 13-3 2-1 5 1 5 4-1 23-13 43-40 55l-2 11c35-11 58-38 64-69C77 28 64 0 35.5 0Z"/>
+</svg>
@@ -1,5 +0,0 @@
-# Developing a car 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.
@@ -1,65 +0,0 @@
-# CarState signals
-
-## Required for basic lateral control
-
-* `brakePressed`
-* `cruiseState`
-* `doorOpen`
-* `espDisabled`
-* `gasPressed`
-* `gearShifter`
-* `leftBlinker` / `rightBlinker`
-* `seatbeltUnlatched`
-* `standstill`
-* `steeringAngleDeg`
-* `steeringPressed`
-* `steeringTorque`
-* `steerFaultPermanent`
-* `steerFaultTemporary`
-* `vCruise`
-* `wheelSpeeds.[fl|fr|rl|rr]`: Speed of each of the car's four wheels, in m/s. The car's CAN bus often broadcasts the
-speed in kph, so the helper function `parse_wheel_speeds` performs this conversion by default.
-
-## Recommended / Required for openpilot longitudinal control
-
-* `accFaulted`
-* `espActive`
-* `parkingBrake`
-
-## Application Dependent
-
-* `blockPcmEnable`
-* `buttonEnable`
-* `brakeHoldActive`
-* `carFaultedNonCritical`
-* `invalidLkasSetting`
-* `lowSpeedAlert`
-* `regenBraking`
-* `steeringAngleOffsetDeg`
-* `steeringDisengage`
-* `steeringTorqueEps`
-* `stockLkas`
-* `vCruiseCluster`
-* `vEgoCluster`
-* `vehicleSensorsInvalid`
-
-## Automatically populated
-
-* `buttonEvents`
-
-These values are populated automatically by `parse_wheel_speeds`:
-
-* `aEgo`: Acceleration of the ego vehicle, Kalman filtered derivative of `vEgo`.
-* `vEgo`: Speed of the ego vehicle, Kalman filtered from `vEgoRaw`.
-* `vEgoRaw`: Speed of the ego vehicle, based on the average of all four wheel speeds, unfiltered.
-
-## Optional
-
-* `brake`
-* `charging`
-* `fuelGauge`
-* `leftBlindspot` / `rightBlindspot`
-* `steeringRateDeg`
-* `stockAeb`
-* `stockFcw`
-* `yawRate`
@@ -1,5 +0,0 @@
-# Developing a car 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/.
@@ -1,85 +0,0 @@
-# Stimulus-Response Tests
-
-These are example test drives that can help identify the CAN bus messaging necessary for ADAS control. Each scripted
-test should be done in a separate route (ignition cycle). These tests are a guide, not necessarily exhaustive.
-
-While testing, constant power to the comma device is highly recommended, using [comma power](https://comma.ai/shop/comma-power) if
-necessary to make sure all test activity is fully captured and for ease of uploading. If constant power isn't
-available, keep the ignition on for at least one minute after your test to make sure power loss doesn't result
-in loss of the last minute of testing data.
-
-## Stationary ignition-only tests, part 1
-
-1. Ignition on, but don't start engine, remain in Park
-2. Open and close each door in a defined order: driver, passenger, rear left, rear right
-3. Re-enter the vehicle, close the driver's door, and fasten the driver's seatbelt
-4. Slowly press and release the accelerator pedal 3 times
-5. Slowly press and release the brake pedal 3 times
-6. Hold the brake and move the gearshift to reverse, then neutral, then drive, then sport/eco/etc if applicable
-7. Return to Park, ignition off
-
-Brake-pressed information may show up in several messages and signals, both as on/off states and as a percentage or
-pressure. It may reflect a switch on the driver's brake pedal, or a pressure-threshold state, or signals to turn on
-the rear brake lights. Start by identifying all the potential signals, and confirm while driving with ACC later.
-
-Locate signals for all four door states if possible, but some cars only expose the driver's door state on the ADAS bus.
-Driver/passenger door signals may or may not change positions for LHD vs RHD cars. For cars where only the driver's
-door signal is available, the same signal may follow the driver.
-
-## Stationary ignition-only tests, part 2
-
-1. Ignition on, but don't start engine, remain in Park
-2. Press each ACC button in a defined order: main switch on/off, set, resume, cancel, accel, decel, gap adjust
-3. Set the left turn signal for about five seconds
-4. Operate the left turn signal one time in its touch-to-pass mode
-5. Set the right turn signal for about five seconds
-6. Operate the right turn signal one time in its touch-to-pass mode
-7. Set the hazard / emergency indicator switch for about five seconds
-8. Ignition off
-
-Your vehicle may have a momentary-press main ACC switch or a physical toggle that remains set. Actual ACC engagement
-isn't necessary for purposes of detecting the ACC button presses.
-
-## Steering angle and steering torque tests
-
-Power steering should be available. On ICE cars, engine RPM may be present.
-
-1. Ignition on, start engine if applicable, remain in Park
-2. Rotate the steering wheel as follows, with a few seconds pause between each step
-   * Start as close to exact center as possible
-   * Turn to 45 degrees right and hold
-   * Turn to 90 degrees right and hold
-   * Turn to 180 degrees right and hold
-   * Turn to full lock right and hold, with firm pressure against lock
-   * Release the wheel and allow it to bounce back slightly from lock
-   * Turn to 180 degrees left and hold
-   * Return to center and release
-3. Ignition off
-
-Performing the full test to the right, followed by an abbreviated test to the left, helps give additional confirmation
-of signal scale, and sign/direction for both the steering wheel angle and driver input torque signals.
-
-## Low speed / parking lot driving tests
-
-Before this test, drive to a place like an empty parking lot where you are free to drive in a series of curves.
-
-1. Ignition on, start engine if applicable, prepare to drive
-2. Slowly (10-20mph at most) drive a figure-8 if possible, or at least one sharp left and one sharp right.
-3. Come to a complete stop
-4. When and where safe, drive in reverse for a short distance (10-15 feet)
-5. Park the car in a safe place, ignition off
-
-## High speed / highway driving tests
-
-Select a place and time where you can safely set cruise control at normal travel speeds with little interference from
-traffic ahead, and safely test the response of your factory lane guidance system.
-
-1. Ignition on, start engine if applicable, prepare to drive
-2. When safely able, engage adaptive cruise control below 50 mph
-3. When safely able, use the ACC buttons to accelerate to 50mph, then 55mph, then 60mph
-4. Disengage adaptive cruise
-5. When safely able, allow your factory lane guidance to prevent lane departures, 2-3 times on both the left and right
-
-The series of setpoints can be adjusted to local traffic regulations, and of course metric units. The specific cruise
-setpoints are useful for locating the ACC HUD signals later, and confirming their precise scaling. When the car reaches
-and holds the setpoint, that can also provide additional confirmation of wheel speed scaling.
@@ -1,39 +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
-
-Virtually all car-specific code is contained in two other repositories: [opendbc](https://github.com/commaai/opendbc) and [panda](https://github.com/commaai/panda).
-
-## 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
-
-## panda
-
-* `board/safety/safety_[brand].h`: Brand-specific safety logic
-* `tests/safety/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.
-
-* `selfdrive/car/car_specific.py`: Brand-specific event logic
-
-# Overview
-
-[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
@@ -1,9 +0,0 @@
-# openpilot glossary
-
-* **onroad**: openpilot's system state while ignition is on
-* **offroad**: openpilot's system state while ignition is off
-* **route**: a route is a recording of an onroad session
-* **segment**: routes are split into one minute chunks called segments.
-* **comma connect**: the web viewer for all your routes; check it out at [connect.comma.ai](https://connect.comma.ai).
-* **panda**: this is the secondary processor on the device that implements the functional safety and directly talks to the car over CAN. See the [panda repo](https://github.com/commaai/panda).
-* **comma 3X**: the latest hardware by comma.ai for running openpilot. more info at [comma.ai/shop](https://comma.ai/shop).
@@ -2,28 +2,26 @@

 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/tools/lib/logreader.py) for reading openpilot logs. Also checkout our [tools](https://github.com/commaai/openpilot/tree/master/tools) to replay and view your data. These are the same tools we use to debug and develop openpilot.
+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.bz2
+## rlog.zst

-rlogs contain all the messages passed amongst openpilot's processes. See [cereal/services.py](https://github.com/commaai/cereal/blob/master/services.py) for a list of all the logged services. They're a bzip2 archive of the serialized capnproto messages.
+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.

-## {f,e,d}camera.hevc
+## camera video files

 Each camera stream is H.265 encoded and written to its respective file.

-* `fcamera.hevc` is the road camera
+* `fcamera.hevc` is the narrow road camera (the main forward camera)
 * `ecamera.hevc` is the wide road camera
-* `dcamera.hevc` is the driver camera
+* `dcamera.hevc` is the cabin camera

-## qlog.bz2 & qcamera.ts
-
-qlogs are a decimated subset of the rlogs. Check out [cereal/services.py](https://github.com/commaai/cereal/blob/master/services.py) for the decimation.
+## 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 and store forever, yet useful enough for most analysis and debugging.
+qlogs and qcameras are designed to be small enough to upload instantly on slow internet, yet useful enough for most analysis and debugging.
@@ -0,0 +1,36 @@
+# 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).
@@ -7,25 +7,11 @@ This is the roadmap for the next major openpilot releases. Also check out
 * [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 0.10
-
-openpilot 0.10 will be the first release with a driving policy trained in
-a [learned simulator](https://youtu.be/EqQNZXqzFSI).
-
-* Driving model trained in a learned simulator
-* Always-on driver monitoring (behind a toggle)
-* GPS removed from the driving stack
-* 100KB qlogs
-* `nightly` pushed after 1000 hours of hardware-in-the-loop testing
-* Car interface code moved into [opendbc](https://github.com/commaai/opendbc)
-* openpilot on PC for Linux x86, Linux arm64, and Mac (Apple Silicon)
-
 ## openpilot 1.0

 openpilot 1.0 will feature a fully end-to-end driving policy.

 * End-to-end longitudinal control in Chill mode
-* Automatic Emergency Braking (AEB)
 * Driver monitoring with sleep detection
 * Rolling updates/releases pushed out by CI
 * [panda safety 1.0](https://github.com/orgs/commaai/projects/27)
@@ -1,44 +0,0 @@
-[data-tooltip] {
-  position: relative;
-  display: inline-block;
-  border-bottom: 1px dotted black;
-}
-
-[data-tooltip] .tooltip-content {
-  width: max-content;
-  max-width: 25em;
-  position: absolute;
-  top: 100%;
-  left: 50%;
-  transform: translateX(-50%);
-  background-color: white;
-  color: #404040;
-  box-shadow: 0 4px 14px 0 rgba(0,0,0,.2), 0 0 0 1px rgba(0,0,0,.05);
-  padding: 10px;
-  font: 14px/1.5 Lato, proxima-nova, Helvetica Neue, Arial, sans-serif;
-  text-decoration: none;
-  opacity: 0;
-  visibility: hidden;
-  transition: opacity 0.1s, visibility 0s;
-  z-index: 1000;
-  pointer-events: none; /* Prevent accidental interaction */
-}
-
-[data-tooltip]:hover .tooltip-content {
-  opacity: 1;
-  visibility: visible;
-  pointer-events: auto; /* Allow interaction when visible */
-}
-
-.tooltip-content .tooltip-glossary-link {
-  display: inline-block;
-  margin-top: 8px;
-  font-size: 12px;
-  color: #007bff;
-  text-decoration: none;
-}
-
-.tooltip-content .tooltip-glossary-link:hover {
-  color: #0056b3;
-  text-decoration: underline;
-}
@@ -1,12 +0,0 @@
-# What is openpilot?
-
-[openpilot](http://github.com/commaai/openpilot) is an open source driver assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC), Automated Lane Centering (ALC), Forward Collision Warning (FCW), and Lane Departure Warning (LDW) for a growing variety of [supported car makes, models, and model years](https://github.com/commaai/openpilot/blob/master/docs/CARS.md). In addition, while openpilot is engaged, a camera-based Driver Monitoring (DM) feature alerts distracted and asleep drivers. See more about [the vehicle integration](https://github.com/commaai/openpilot/blob/master/docs/INTEGRATION.md) and [limitations](https://github.com/commaai/openpilot/blob/master/docs/LIMITATIONS.md).
-
-
-## How do I use it?
-
-openpilot is designed to be used on the comma 3X.
-
-## How does it work?
-
-In short, openpilot uses the car's existing APIs for the built-in [ADAS](https://en.wikipedia.org/wiki/Advanced_driver-assistance_system) system and simply provides better acceleration, braking, and steering inputs than the stock system.
@@ -1,68 +0,0 @@
-import re
-import tomllib
-
-def load_glossary(file_path="docs/glossary.toml"):
-  with open(file_path, "rb") as f:
-    glossary_data = tomllib.load(f)
-  return glossary_data.get("glossary", {})
-
-def generate_anchor_id(name):
-  return name.replace(" ", "-").replace("_", "-").lower()
-
-def format_markdown_term(name, definition):
-  anchor_id = generate_anchor_id(name)
-  markdown = f"* [**{name.replace('_', ' ').title()}**](#{anchor_id})"
-  if definition.get("abbreviation"):
-    markdown += f" *({definition['abbreviation']})*"
-  if definition.get("description"):
-    markdown += f": {definition['description']}\n"
-  return markdown
-
-def glossary_markdown(vocabulary):
-  markdown = ""
-  for category, terms in vocabulary.items():
-    markdown += f"## {category.replace('_', ' ').title()}\n\n"
-    for name, definition in terms.items():
-      markdown += format_markdown_term(name, definition)
-  return markdown
-
-def format_tooltip_html(term_key, definition, html):
-  display_term = term_key.replace("_", " ").title()
-  clean_description = re.sub(r"\[(.+)]\(.+\)", r"\1", definition["description"])
-  glossary_link = (
-    f"<a href='/concepts/glossary#{term_key}' class='tooltip-glossary-link' title='View in glossary'>Glossary🔗</a>"
-  )
-  return re.sub(
-    re.escape(display_term),
-    lambda
-    match: f"<span data-tooltip>{match.group(0)}<span class='tooltip-content'>{clean_description} {glossary_link}</span></span>",
-    html,
-    flags=re.IGNORECASE,
-  )
-
-def apply_tooltip(_term_key, _definition, pattern, html):
-  return re.sub(
-    pattern,
-    lambda match: format_tooltip_html(_term_key, _definition, match.group(0)),
-    html,
-    flags=re.IGNORECASE,
-  )
-
-def tooltip_html(vocabulary, html):
-  for _category, terms in vocabulary.items():
-    for term_key, definition in terms.items():
-      if definition.get("description"):
-        pattern = rf"(?<!\w){re.escape(term_key.replace('_', ' ').title())}(?![^<]*<\/a>)(?!\([^)]*\))"
-        html = apply_tooltip(term_key, definition, pattern, html)
-  return html
-
-# Page Hooks
-def on_page_markdown(markdown, **kwargs):
-  glossary = load_glossary()
-  return markdown.replace("{{GLOSSARY_DEFINITIONS}}", glossary_markdown(glossary))
-
-def on_page_content(html, **kwargs):
-  if kwargs.get("page").title == "Glossary":
-    return html
-  glossary = load_glossary()
-  return tooltip_html(glossary, html)
@@ -0,0 +1,51 @@
+# 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/.
@@ -1,15 +1,15 @@
-# connect to a comma 3X
+# connect to a comma 3X or comma four

-A comma 3X is a normal [Linux](https://github.com/commaai/agnos-builder) computer that exposes [SSH](https://wiki.archlinux.org/title/Secure_Shell) and a [serial console](https://wiki.archlinux.org/title/Working_with_the_serial_console).
+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 both the comma three and 3X, the serial console is accessible from the main OBD-C port.
-Connect the comma 3X to your computer with a normal USB C cable, or use a [comma serial](https://comma.ai/shop/comma-serial) for steady 12V power.
+On the comma 3X, the serial console is accessible from the main OBD-C port, forwarded through the panda.
+Access it using `panda/scripts/som_debug.sh`.

-On the comma three, the serial console is exposed through a UART-to-USB chip, and `tools/scripts/serial.sh` can be used to connect.
+comma four also exposes a serial console, albeit through an internal debug connector. Dedicated debug hardware coming soon to the comma shop.

-On the comma 3X, the serial console is accessible through the [panda](https://github.com/commaai/panda) using the `panda/tests/som_debug.sh` script.
+Login to the default user with:

  * Username: `comma`
  * Password: `comma`
@@ -25,7 +25,7 @@ In order to SSH into your device, you'll need a GitHub account with SSH keys. Se
    * Port: `22`

 Here's an example command for connecting to your device using its tethered connection:<br />
-`ssh comma@192.168.43.1`
+`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).

@@ -45,7 +45,7 @@ In order to use ADB on your device, you'll need to perform the following steps u
    * Here's an example command for connecting to your device using its tethered connection: `adb connect 192.168.43.1:5555`

 > [!NOTE]
-> The default port for ADB is 5555 on the comma 3X.
+> 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).

@@ -55,7 +55,7 @@ The public keys are only fetched from your GitHub account once. In order to upda

 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
+## ssh.comma.ai proxy

 With a [comma prime subscription](https://comma.ai/connect), you can SSH into your comma device from anywhere.

@@ -79,6 +79,7 @@ Host ssh.comma.ai
 ```
 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
@@ -5,10 +5,10 @@ Replaying is a critical tool for openpilot development and debugging.
 ## Replaying a route
 *Hardware required: none*

-Just run `tools/replay/replay --demo`.
+Just run `openpilot/tools/replay/replay --demo`.

 ## Replaying CAN data
-*Hardware required: jungle and comma 3X*
+*Hardware required: jungle and comma four*

 1. Connect your PC to a jungle.
 2.
@@ -3,7 +3,7 @@

 In 30 minutes, we'll get an openpilot development environment set up on your computer and make some changes to openpilot's UI.

-And if you have a comma 3X, we'll deploy the change to your device for testing.
+And if you have a comma four, we'll deploy the change to your device for testing.

 ## 1. Set up your development environment

@@ -20,7 +20,7 @@ source .venv/bin/activate

 Then, compile openpilot:
 ```bash
-scons -j$(nproc)
+scons
 ```

 ## 2. Run replay
@@ -28,10 +28,10 @@ scons -j$(nproc)
 We'll run the `replay` tool with the demo route to get data streaming for testing our UI changes.
 ```bash
 # in terminal 1
-tools/replay/replay --demo
+openpilot/tools/replay/replay --demo

 # in terminal 2
-./selfdrive/ui/ui.py
+./openpilot/selfdrive/ui/ui.py
 ```

 The openpilot UI should launch and show a replay of the demo route.
@@ -45,10 +45,10 @@ Now let’s update the speed display color in the UI.

 Search for the function responsible for rendering the current speed:
 ```bash
-git grep "_draw_current_speed" selfdrive/ui/onroad/hud_renderer.py
+git grep "_draw_current_speed" openpilot/selfdrive/ui/onroad/hud_renderer.py
 ```

-You'll find the relevant code inside `selfdrive/ui/onroad/hud_renderer.py`, in this function:
+You'll find the relevant code inside `openpilot/selfdrive/ui/onroad/hud_renderer.py`, in this function:

 ```python
 def _draw_current_speed(self, rect: rl.Rectangle) -> None:
@@ -72,7 +72,7 @@ Change `COLORS.white` to make it **blue** instead of white. A nice soft blue is

 After making changes, re-run the UI to see your new UI:
 ```bash
-./selfdrive/ui/ui.py
+./openpilot/selfdrive/ui/ui.py
 ```
 ![](https://blog.comma.ai/img/blue_speed_ui.png)

@@ -1 +0,0 @@
-getting-started/what-is-openpilot.md
@@ -0,0 +1,12 @@
+# What is openpilot?
+
+[openpilot](http://github.com/commaai/openpilot) is an open source driver assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC), Automated Lane Centering (ALC), Forward Collision Warning (FCW), and Lane Departure Warning (LDW) for a growing variety of [supported car makes, models, and model years](https://github.com/commaai/openpilot/blob/master/docs/CARS.md). In addition, while openpilot is engaged, a camera-based Driver Monitoring (DM) feature alerts distracted and asleep drivers. See more about [the vehicle integration](https://github.com/commaai/openpilot/blob/master/docs/INTEGRATION.md) and [limitations](https://github.com/commaai/openpilot/blob/master/docs/LIMITATIONS.md).
+
+
+## How do I use it?
+
+openpilot is designed to be used on the comma four.
+
+## How does it work?
+
+In short, openpilot uses the car's existing APIs for the built-in [ADAS](https://en.wikipedia.org/wiki/Advanced_driver-assistance_system) system and simply provides better acceleration, braking, and steering inputs than the stock system.
@@ -0,0 +1,555 @@
+import argparse
+import functools
+import html
+import http.server
+import json
+import posixpath
+import re
+import shutil
+import threading
+import time
+import urllib.parse
+from pathlib import Path
+
+DOCS_DIR = Path(__file__).resolve().parent
+SITE_DIR = DOCS_DIR / "_site"
+TEMPLATE_FILE = DOCS_DIR / "template.html"
+EXCLUDE_DIRS = {"_site", "__pycache__"}
+
+REPO_URL = "https://github.com/commaai/openpilot/"
+
+# (title, target) pairs. target is a page path or an absolute URL.
+# A None target marks a section header.
+NAV: list[tuple[str, str | None]] = [
+  ("What is openpilot?", "index.md"),
+  ("How-to", None),
+  ("Turn the speed blue", "how-to/turn-the-speed-blue.md"),
+  ("Connect to a comma 3X or four", "how-to/connect-to-comma.md"),
+  ("Add support for a car", "how-to/car-port.md"),
+  ("Concepts", None),
+  ("Logs", "concepts/logs.md"),
+  ("Safety", "concepts/safety.md"),
+  ("Glossary", "concepts/glossary.md"),
+  ("Contributing", None),
+  ("Feedback", "contributing/feedback.md"),
+  ("Roadmap", "contributing/roadmap.md"),
+  ("Contributing Guide →", "https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md"),
+  ("Links", None),
+  ("Blog →", "https://blog.comma.ai"),
+  ("Bounties →", "https://comma.ai/bounties"),
+  ("GitHub →", "https://github.com/commaai"),
+  ("Discord →", "https://discord.comma.ai"),
+  ("X →", "https://x.com/comma_ai"),
+]
+
+GLOSSARY_DESCRIPTIONS = {
+  "onroad": "openpilot's system state while ignition is on.",
+  "offroad": "openpilot's system state while ignition is off.",
+  "route": "A route is a recording of an onroad session.",
+  "segment": "Routes are split into one minute chunks called segments.",
+  "comma connect": "The web viewer for all your routes; check it out at [connect.comma.ai](https://connect.comma.ai).",
+  "panda": "The secondary processor on the device that implements the functional safety and directly talks to the car over CAN. See the [panda repo](https://github.com/commaai/panda).",
+  "comma four": "The latest hardware by comma.ai for running openpilot. More info at [comma.ai/shop/comma-four](https://www.comma.ai/shop/comma-four).",
+}
+GLOSSARY_PAGE = "concepts/glossary.md"
+GLOSSARY_ROUTE = GLOSSARY_PAGE.removesuffix(".md")
+GLOSSARY_SKIP = frozenset("a code h1 h2 h3 h4 h5 h6 kbd pre script style".split())
+
+_ENTITY = re.compile(r"&(?:#x?[0-9a-fA-F]+|[a-zA-Z]+);")
+_LIST = re.compile(r"^(\s*)([*+-]|\d+\.)\s+(.*)$")
+_HEADING = re.compile(r"^(#{1,6})\s+(.*)$")
+_HR = re.compile(r"^(-{3,}|\*{3,}|_{3,})$")
+_ATTR_URL = re.compile(r"""(?P<pre>\b(?:href|src)=(?P<q>["']))(?P<url>.*?)(?P=q)""")
+_VOID = frozenset("br img hr meta link input".split())
+_URL = re.compile(r"https?://[^\s<>\[\]\"']+")
+_ADMONITION = re.compile(r"^\[!(NOTE|TIP|IMPORTANT|WARNING|CAUTION)\]$", re.I)
+
+
+def page_route(path: str) -> str:
+  path = path.removesuffix(".md")
+  return posixpath.dirname(path) or "." if posixpath.basename(path) == "index" else path
+
+
+def page_href(current: str, target: str) -> str:
+  route = posixpath.relpath(page_route(target), page_route(current))
+  return ("." if route == "." else route) + "/"
+
+
+def rewrite_relative_url(value: str, page: str) -> str | None:
+  url = urllib.parse.urlparse(value)
+  if value.startswith(("#", "/")) or url.scheme or url.netloc or not url.path:
+    return None
+  target = posixpath.normpath(posixpath.join(posixpath.dirname(page), url.path))
+  if target == ".." or target.startswith("../"):
+    return None
+  path = page_href(page, target) if target.endswith(".md") else posixpath.relpath(target, page_route(page))
+  return url._replace(path=path).geturl()
+
+
+def rewrite_html_urls(fragment: str, page: str) -> str:
+  def repl(m: re.Match[str]) -> str:
+    r = rewrite_relative_url(m.group("url"), page)
+    return m.group(0) if r is None else f'{m.group("pre")}{r}{m.group("q")}'
+
+  return _ATTR_URL.sub(repl, fragment)
+
+
+def esc(text: str, attr: bool = False) -> str:
+  held: list[str] = []
+
+  def hold(m: re.Match[str]) -> str:
+    held.append(m.group(0))
+    return f"\0{len(held) - 1}\0"
+
+  return re.sub(r"\0(\d+)\0", lambda m: held[int(m.group(1))], html.escape(_ENTITY.sub(hold, text), quote=attr))
+
+
+def clean_tooltip(description: str) -> str:
+  text = re.sub(r"\[([^\]]+)]\([^)]+\)", r"\1", description)
+  return re.sub(r"\s+", " ", re.sub(r"[*_~]", "", re.sub(r"`([^`]+)`", r"\1", text))).strip()
+
+
+def glossary_slug(label: str) -> str:
+  return label.replace(" ", "-").replace("_", "-").lower()
+
+
+GLOSSARY_TERMS = [(glossary_slug(l), re.compile(rf"(?<!\w){re.escape(l)}(?!\w)", re.I), clean_tooltip(d)) for l, d in GLOSSARY_DESCRIPTIONS.items()]
+GLOSSARY_DEFINITIONS = "\n".join(f'* <span id="{glossary_slug(l)}"></span>**{l}**: {d}' for l, d in GLOSSARY_DESCRIPTIONS.items())
+
+
+def inject_glossary(body: str, page: str) -> str:
+  if page == GLOSSARY_PAGE:
+    return body
+  route = "." if page == "index.md" else page.removesuffix(".md")
+  base, seen, out, skip, depth = f"{posixpath.relpath(GLOSSARY_ROUTE, route)}/#", set(), [], None, 0
+  for part in re.split(r"(<[^>]+>)", body):
+    if not part:
+      continue
+    if part.startswith("<"):
+      out.append(part)
+      if part.startswith("<!") or not (m := re.match(r"</?\s*([a-zA-Z0-9]+)", part)):
+        continue
+      tag = m.group(1).lower()
+      if tag not in GLOSSARY_SKIP:
+        continue
+      closing, void = part.startswith("</"), part.endswith("/>") or tag in _VOID
+      if closing and skip == tag and depth:
+        depth -= 1
+        skip = None if not depth else skip
+      elif not closing and not void:
+        skip, depth = (tag, 1) if skip is None else (skip, depth + (skip == tag))
+      continue
+    if depth:
+      out.append(part)
+      continue
+    cur, text = 0, part
+    while True:
+      best = None
+      for order, (slug, pat, tip) in enumerate(GLOSSARY_TERMS):
+        if slug in seen or (found := pat.search(text, cur)) is None:
+          continue
+        cand = (found.start(), found.start() - found.end(), order, slug, tip, found.end(), found.group(0))
+        if best is None or cand[:3] < best[:3]:
+          best = cand
+      if best is None:
+        out.append(text[cur:])
+        break
+      start, _, _, slug, tip, end, matched = best
+      out.append(text[cur:start])
+      out.append(
+        f'<a class="glossary-term" data-glossary-term="" href="{base}{slug}">'
+        + f'<span class="glossary-term__label">{matched}</span>'
+        + f'<span class="glossary-term__tooltip" data-search-exclude="">{esc(tip)}</span></a>'
+      )
+      seen.add(slug)
+      cur = end
+  return "".join(out)
+
+
+def slugify(text: str) -> str:
+  text = html.unescape(re.sub(r"<[^>]+>", "", text)).lower()
+  return re.sub(r"[-\s]+", "-", re.sub(r"[^\w\s-]", "", text, flags=re.UNICODE)).strip("-")
+
+
+def _parse_link(text: str, start: int) -> tuple[str, str, int] | None:
+  if start >= len(text) or text[start] != "[":
+    return None
+  depth, i = 0, start
+  while i < len(text):
+    depth += (text[i] == "[") - (text[i] == "]")
+    if text[i] == "]" and depth == 0:
+      label = text[start + 1 : i]
+      if i + 1 >= len(text) or text[i + 1] != "(":
+        return None
+      j, dp = i + 2, 1
+      while j < len(text) and dp:
+        dp += (text[j] == "(") - (text[j] == ")")
+        j += 1
+      return None if dp else (label, text[i + 2 : j - 1], j)
+    i += 1
+  return None
+
+
+def autolink_plain(text: str) -> str:
+  parts: list[str] = []
+  last = 0
+  for m in _URL.finditer(text):
+    start = m.start()
+    if start > 0 and text[start - 1].isalnum():
+      continue
+    parts.append(esc(text[last:start]))
+    url = m.group(0).rstrip(".,;:!?)]")
+    parts.append(f'<a href="{esc(url, True)}">{esc(url)}</a>')
+    last = start + len(url)
+  parts.append(esc(text[last:]))
+  return "".join(parts)
+
+
+def render_inline(text: str, page: str) -> str:
+  out, i, n = [], 0, len(text)
+  while i < n:
+    if text[i] == "\n" and i >= 2 and text[i - 2 : i] == "  " and out and out[-1].endswith("  "):
+      out[-1] = out[-1][:-2]
+      out.append("<br>\n")
+      i += 1
+      continue
+    if text[i] == "`" and (end := text.find("`", i + 1)) != -1:
+      out.append(f"<code>{esc(text[i + 1 : end])}</code>")
+      i = end + 1
+      continue
+    if text[i] == "!" and i + 1 < n and text[i + 1] == "[" and (p := _parse_link(text, i + 1)):
+      label, url, end = p
+      src = rewrite_relative_url(url, page) or url
+      out.append(f'<img alt="{esc(label, True)}" src="{esc(src, True)}">')
+      i = end
+      continue
+    if text[i] == "[" and (p := _parse_link(text, i)):
+      label, url, end = p
+      href = rewrite_relative_url(url, page) or url
+      out.append(f'<a href="{esc(href, True)}">{render_inline(label, page)}</a>')
+      i = end
+      continue
+    if text[i] == "<":
+      if text.startswith("<!--", i):
+        end = text.find("-->", i + 4)
+        end = n if end < 0 else end + 3
+        out.append(rewrite_html_urls(text[i:end], page))
+        i = end
+        continue
+      if m := re.match(r"<[^>]+>", text[i:]):
+        out.append(rewrite_html_urls(m.group(0), page))
+        i += len(m.group(0))
+        continue
+    if (text.startswith("**", i) or text.startswith("__", i)) and (end := text.find(text[i : i + 2], i + 2)) != -1:
+      out.append(f"<strong>{render_inline(text[i + 2 : end], page)}</strong>")
+      i = end + 2
+      continue
+    if text[i] in "*_" and i + 1 < n and text[i + 1] not in " \t\n" and (end := text.find(text[i], i + 1)) > i + 1:
+      out.append(f"<em>{render_inline(text[i + 1 : end], page)}</em>")
+      i = end + 1
+      continue
+    j = i + 1
+    while j < n and text[j] not in "`[<!*_":
+      j += 1
+    out.append(autolink_plain(text[i:j]))
+    i = j
+  return "".join(out)
+
+
+def _trow(line: str) -> list[str]:
+  return [c.strip() for c in line.strip().removeprefix("|").removesuffix("|").split("|")]
+
+
+def _is_sep(line: str) -> bool:
+  return "|" in line and all(re.fullmatch(r":?-{3,}:?", c.strip()) for c in _trow(line))
+
+
+def _align(sep: str) -> str:
+  s = sep.strip()
+  if s.startswith(":") and s.endswith(":"):
+    return ' style="text-align: center;"'
+  if s.endswith(":"):
+    return ' style="text-align: right;"'
+  if s.startswith(":"):
+    return ' style="text-align: left;"'
+  return ""
+
+
+def _list_info(line: str) -> tuple[int, str, str] | None:
+  m = _LIST.match(line)
+  return None if not m else (len(m.group(1)) // 4, "ol" if m.group(2)[-1] == "." else "ul", m.group(3))
+
+
+def _render_blocks(text: str, page: str) -> str:
+  lines, out, i, n = text.splitlines(), [], 0, 0
+  n = len(lines)
+  while i < n:
+    line, s = lines[i], lines[i].strip()
+    if not s:
+      i += 1
+      continue
+
+    if s.startswith("```"):
+      lang, body = s[3:].strip(), []
+      i += 1
+      while i < n and not lines[i].strip().startswith("```"):
+        body.append(lines[i])
+        i += 1
+      if i < n:
+        i += 1
+      code = html.escape("\n".join(body) + ("\n" if body else ""))
+      cls = f' class="language-{html.escape(lang)}"' if lang else ""
+      out.append(f"<pre><code{cls}>{code}</code></pre>")
+      continue
+
+    if m := _HEADING.match(s):
+      content, level = m.group(2).rstrip("#").strip(), len(m.group(1))
+      sid = slugify(content)
+      out.append(f'<h{level} id="{sid}">{render_inline(content, page)}<a class="headerlink" href="#{sid}" title="Permanent link">#</a></h{level}>')
+      i += 1
+      continue
+
+    if _HR.fullmatch(s):
+      out.append("<hr>")
+      i += 1
+      continue
+
+    if "|" in line and i + 1 < n and _is_sep(lines[i + 1]):
+      headers, aligns = _trow(line), [_align(c) for c in _trow(lines[i + 1])]
+      i += 2
+      rows = []
+      while i < n and "|" in lines[i] and lines[i].strip():
+        rows.append(_trow(lines[i]))
+        i += 1
+      parts = (
+        ["<table>", "<thead>", "<tr>"]
+        + [f"<th{aligns[j] if j < len(aligns) else ''}>{render_inline(h, page)}</th>" for j, h in enumerate(headers)]
+        + ["</tr>", "</thead>", "<tbody>"]
+      )
+      for row in rows:
+        parts.append("<tr>")
+        for j in range(len(headers)):
+          parts.append(f"<td{aligns[j] if j < len(aligns) else ''}>{render_inline(row[j] if j < len(row) else '', page)}</td>")
+        parts.append("</tr>")
+      out.append("\n".join(parts + ["</tbody>", "</table>"]))
+      continue
+
+    if _list_info(line):
+      items: list[tuple[int, str, list[str]]] = []
+      while i < n:
+        if not lines[i].strip():
+          if i + 1 < n and _list_info(lines[i + 1]):
+            i += 1
+            continue
+          break
+        info = _list_info(lines[i])
+        if not info:
+          break
+        level, kind, body = info
+        chunk = [body]
+        i += 1
+        while i < n and lines[i].strip() and _list_info(lines[i]) is None:
+          t = lines[i].strip()
+          if t.startswith(("```", ">")) or _HEADING.match(t) or _HR.fullmatch(t):
+            break
+          chunk.append(lines[i])
+          i += 1
+        items.append((level, kind, chunk))
+
+      def render_list(items: list[tuple[int, str, list[str]]], start: int, min_level: int) -> tuple[str, int]:
+        if start >= len(items) or items[start][0] < min_level:
+          return "", start
+        kind, chunks, idx = items[start][1], [f"<{items[start][1]}>"], start
+        while idx < len(items) and items[idx][0] >= min_level:
+          level, ikind, body_lines = items[idx]
+          if level > min_level:
+            nested, idx = render_list(items, idx, level)
+            chunks[-1] = (chunks[-1][:-5] + nested + "</li>") if chunks[-1].endswith("</li>") else chunks[-1] + nested
+            continue
+          if ikind != kind:
+            chunks += [f"</{kind}>", f"<{ikind}>"]
+            kind = ikind
+          idx += 1
+          body = render_inline("\n".join(body_lines), page)
+          nested = ""
+          if idx < len(items) and items[idx][0] > min_level:
+            nested, idx = render_list(items, idx, min_level + 1)
+          chunks.append(f"<li>{body}{nested}\n</li>" if nested else f"<li>{body}</li>")
+        chunks.append(f"</{kind}>")
+        return "\n".join(chunks), idx
+
+      out.append(render_list(items, 0, items[0][0])[0])
+      continue
+
+    if s.startswith(">"):
+      q = []
+      while i < n and lines[i].strip().startswith(">"):
+        q.append(re.sub(r"^>\s?", "", lines[i].strip()))
+        i += 1
+      m = _ADMONITION.match(q[0].strip()) if q else None
+      if m:
+        kind = m.group(1).lower()
+        title = m.group(1).capitalize()
+        body = _render_blocks("\n".join(q[1:]), page)
+        out.append(f'<div class="admonition {kind}">\n<p class="admonition-title">{title}</p>\n{body}\n</div>')
+      else:
+        out.append(f"<blockquote>\n<p>{render_inline(chr(10).join(q), page)}</p>\n</blockquote>")
+      continue
+
+    if s.startswith("<!--"):
+      out.append(rewrite_html_urls(line, page))
+      i += 1
+      # Preserve a blank line after HTML comments (python-markdown does).
+      if i < n and not lines[i].strip():
+        out.append("")
+        while i < n and not lines[i].strip():
+          i += 1
+      continue
+
+    buf = [line]
+    i += 1
+    while i < n and lines[i].strip():
+      t = lines[i].strip()
+      if t.startswith(("```", ">")) or _HEADING.match(t) or _HR.fullmatch(t):
+        break
+      if "|" in lines[i] and i + 1 < n and _is_sep(lines[i + 1]):
+        break
+      buf.append(lines[i])
+      i += 1
+    out.append(f"<p>{render_inline(chr(10).join(buf), page)}</p>")
+
+  return "\n".join(out)
+
+
+def render_markdown(text: str, page: str) -> str:
+  return inject_glossary(_render_blocks(text, page), page)
+
+
+def page_title(source: str) -> str:
+  for line in source.splitlines():
+    if line.startswith("# "):
+      return line[2:].strip()
+  return "openpilot docs"
+
+
+def write_html_redirect(rel: Path) -> None:
+  if rel.name == "index.md":
+    return
+  target = f"{rel.stem}/"
+  out = SITE_DIR / rel.with_suffix(".html")
+  out.parent.mkdir(parents=True, exist_ok=True)
+  out.write_text(
+    "\n".join(
+      [
+        "<!doctype html>",
+        f'<meta http-equiv="refresh" content="0; url={html.escape(target)}">',
+        f'<link rel="canonical" href="{html.escape(target)}">',
+        f"<script>location.replace({json.dumps(target)} + location.search + location.hash)</script>",
+      ]
+    )
+  )
+
+
+def copy_assets() -> None:
+  for src in DOCS_DIR.rglob("*"):
+    if not src.is_file():
+      continue
+    rel = src.relative_to(DOCS_DIR)
+    if any(part in EXCLUDE_DIRS for part in rel.parts):
+      continue
+    if src.suffix == ".md" or src in (Path(__file__).resolve(), TEMPLATE_FILE):
+      continue
+    dest = SITE_DIR / rel
+    dest.parent.mkdir(parents=True, exist_ok=True)
+    shutil.copy2(src, dest)
+
+
+def render_nav_html(current_page: str) -> str:
+  parts: list[str] = []
+  for title, target in NAV:
+    if target is None:
+      parts.append(f'<div class="nav-section">{html.escape(title)}</div>')
+    elif target.startswith(("http://", "https://")):
+      parts.append(f'<a href="{html.escape(target)}">{html.escape(title)}</a>')
+    else:
+      active = ' class="active"' if target == current_page else ""
+      parts.append(f'<a href="{html.escape(page_href(current_page, target))}"{active}>{html.escape(title)}</a>')
+  return "\n".join(parts)
+
+
+def build() -> None:
+  template = TEMPLATE_FILE.read_text()
+  pages = [
+    (path.relative_to(DOCS_DIR), path.read_text())
+    for path in sorted(DOCS_DIR.rglob("*.md"))
+    if path != DOCS_DIR / "README.md" and not any(part in EXCLUDE_DIRS for part in path.relative_to(DOCS_DIR).parts)
+  ]
+  pages.append((Path(GLOSSARY_PAGE), f"# openpilot glossary\n\n{GLOSSARY_DEFINITIONS}"))
+  pages.sort()
+
+  if SITE_DIR.exists():
+    shutil.rmtree(SITE_DIR)
+  SITE_DIR.mkdir(parents=True)
+  copy_assets()
+
+  for rel_path, source in pages:
+    rel = rel_path.as_posix()
+    body = render_markdown(source, rel)
+    title = page_title(source)
+    route = page_route(rel)
+    root = "../" * (0 if route == "." else len(route.split("/")))
+    edit_path = "serve.py" if rel == GLOSSARY_PAGE else rel
+    page_html = template
+    for name, value in {
+      "TITLE": html.escape(title),
+      "ROOT": root,
+      "HOME_HREF": page_href(rel, "index.md"),
+      "NAV": render_nav_html(rel),
+      "BODY": body,
+      "EDIT_URL": html.escape(f"{REPO_URL}blob/master/docs/{edit_path}"),
+    }.items():
+      page_html = page_html.replace(f"{{{{{name}}}}}", value)
+    out = SITE_DIR / ("" if route == "." else route) / "index.html"
+    out.parent.mkdir(parents=True, exist_ok=True)
+    out.write_text(page_html)
+    write_html_redirect(rel_path)
+
+  print(f"docs: built {len(pages)} pages into {SITE_DIR}")
+
+
+def _watched_files() -> list[Path]:
+  return [p for p in DOCS_DIR.rglob("*") if p.is_file() and not any(part in EXCLUDE_DIRS for part in p.relative_to(DOCS_DIR).parts)]
+
+
+def serve() -> None:
+  build()
+  mtimes = {p: p.stat().st_mtime for p in _watched_files()}
+  handler = functools.partial(http.server.SimpleHTTPRequestHandler, directory=str(SITE_DIR))
+  httpd = http.server.ThreadingHTTPServer(("", 0), handler)
+  print(f"docs: serving on http://localhost:{httpd.server_port}/ (watching for changes)")
+  try:
+    threading.Thread(target=httpd.serve_forever, daemon=True).start()
+    while True:
+      time.sleep(0.5)
+      new_mtimes = {p: p.stat().st_mtime for p in _watched_files()}
+      if new_mtimes != mtimes:
+        mtimes = new_mtimes
+        print("docs: change detected, rebuilding...")
+        try:
+          build()
+        except Exception as e:
+          print(f"docs: build failed: {e}")
+  except KeyboardInterrupt:
+    pass
+  finally:
+    httpd.shutdown()
+
+
+if __name__ == "__main__":
+  parser = argparse.ArgumentParser(description="Build or serve the openpilot documentation site.")
+  parser.add_argument("--build", action="store_true", help="Build the site and exit.")
+  args = parser.parse_args()
+  if args.build:
+    build()
+  else:
+    serve()
@@ -0,0 +1,224 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="utf-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <title>{{TITLE}} · openpilot docs</title>
+  <link rel="icon" href="{{ROOT}}assets/favicon.svg">
+
+  <style>
+:root {
+  --bg: #fff;
+  --bg-elev: #f5f5f5;
+  --bg-hover: #eef0ff;
+  --fg: #262626;
+  --fg-dim: #666;
+  --accent: #4051b5;
+  --border: #e5e5e5;
+  --max-width: 76rem;
+}
+
+* { box-sizing: border-box; }
+html { scrollbar-gutter: stable; }
+html, body { margin: 0; padding: 0; }
+body {
+  background: var(--bg);
+  color: var(--fg);
+  font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
+  line-height: 1.6;
+  font-size: 15px;
+}
+
+a { color: var(--accent); text-decoration: none; }
+a:hover { text-decoration: underline; }
+
+header.site {
+  display: flex; align-items: center; gap: 0.75rem;
+  min-height: 3rem;
+  padding: 0.5rem max(1.25rem, calc((100% - var(--max-width)) / 2));
+  background: var(--bg);
+  border-bottom: 1px solid var(--border);
+  position: sticky; top: 0; z-index: 10;
+}
+header.site img { display: block; height: 24px; filter: invert(1); }
+header.site .brand { display: flex; align-items: center; gap: 0.75rem; color: var(--fg); }
+header.site .brand:hover { text-decoration: none; }
+header.site .site-name { font-weight: 600; font-size: 1.05rem; }
+header.site .spacer { flex: 1; }
+header.site .social { display: flex; gap: 1rem; }
+header.site .social a { display: flex; color: var(--fg); }
+header.site .social a:hover { color: var(--accent); }
+header.site .social svg { width: 1.75rem; height: 1.75rem; fill: currentColor; }
+header.site .social a[aria-label="Discord"] svg { transform: scale(1.15); }
+
+.layout { display: flex; width: 100%; max-width: var(--max-width); margin: 0 auto; }
+
+nav.sidebar {
+  width: 14rem; flex-shrink: 0;
+  padding: 3.3rem 1.25rem 2rem 0;
+  position: sticky; top: 3rem; align-self: start;
+  max-height: calc(100vh - 3rem); overflow-y: auto;
+}
+nav.sidebar .nav-section { font-weight: 600; margin: 1.15rem 0.8rem 0.45rem; }
+nav.sidebar a {
+  display: block; padding: 0.28rem 0.8rem; border-radius: 0.45rem;
+  color: var(--fg); line-height: 1.35;
+}
+nav.sidebar a:hover { background: var(--bg-hover); text-decoration: none; }
+nav.sidebar a.active { background: var(--bg-hover); color: var(--accent); font-weight: 600; }
+
+main.content { width: min(100%, 46.5rem); min-width: 0; padding: 2.7rem 2rem 5rem; }
+main.content h1, main.content h2, main.content h3 { line-height: 1.25; margin-top: 1.8rem; }
+main.content h1 { margin-top: 0; }
+main.content img { max-width: 100%; }
+main.content table { border-collapse: collapse; display: block; overflow-x: auto; }
+main.content th, main.content td { border: 1px solid var(--border); padding: 0.4rem 0.6rem; text-align: left; }
+main.content th { background: var(--bg-elev); }
+main.content pre {
+  position: relative;
+  background: var(--bg-elev);
+  padding: 0.9rem 1rem;
+  border-radius: 0.25rem;
+  overflow-x: auto;
+}
+main.content code { font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, monospace; }
+main.content :not(pre) > code { background: var(--bg-elev); padding: 0.1rem 0.35rem; border-radius: 0.2rem; font-size: 0.88em; }
+main.content blockquote { border-left: 3px solid var(--border); margin: 1rem 0; padding: 0.2rem 1rem; color: var(--fg-dim); }
+main.content .admonition {
+  margin: 1rem 0; padding: 0.5rem 1rem; border-radius: 0.3rem; border-left: 3px solid var(--border);
+  background: var(--bg-elev);
+}
+main.content .admonition .admonition-title { margin: 0.2rem 0 0.4rem; font-weight: 600; }
+main.content .admonition.note { border-left-color: #0969da; }
+main.content .admonition.note .admonition-title { color: #0969da; }
+main.content .admonition.tip { border-left-color: #1a7f37; }
+main.content .admonition.tip .admonition-title { color: #1a7f37; }
+main.content .admonition.important { border-left-color: #8250df; }
+main.content .admonition.important .admonition-title { color: #8250df; }
+main.content .admonition.warning { border-left-color: #9a6700; }
+main.content .admonition.warning .admonition-title { color: #9a6700; }
+main.content .admonition.caution { border-left-color: #cf222e; }
+main.content .admonition.caution .admonition-title { color: #cf222e; }
+main.content details { margin: 0.5rem 0; }
+main.content hr { border: none; border-top: 1px solid var(--border); margin: 2rem 0; }
+.headerlink { margin-left: 0.25rem; opacity: 0; font-size: 0.7em; }
+h1:hover .headerlink, h2:hover .headerlink, h3:hover .headerlink { opacity: 1; }
+
+.edit-link { margin-top: 3rem; font-size: 0.85rem; }
+
+.copy-btn {
+  position: absolute; top: 0.4rem; right: 0.4rem;
+  background: var(--bg); color: var(--fg-dim);
+  border: 1px solid var(--border); border-radius: 0.35rem;
+  padding: 0.2rem 0.5rem; font-size: 0.78rem; cursor: pointer;
+  opacity: 0; transition: opacity 120ms;
+}
+main.content pre:hover .copy-btn { opacity: 1; }
+
+@media (max-width: 48rem) {
+  nav.sidebar { display: none; }
+  main.content { padding: 2rem 1.25rem 4rem; }
+}
+
+.glossary-term {
+  position: relative;
+  color: inherit;
+}
+
+.glossary-term__label {
+  border-bottom: 1px dotted currentColor;
+}
+
+.glossary-term__tooltip {
+  position: absolute;
+  top: calc(100% + 0.4rem);
+  left: 50%;
+  width: max-content;
+  max-width: min(30rem, 80vw);
+  padding: 0.65rem 0.8rem;
+  border-radius: 0.6rem;
+  background: rgb(26 26 26 / 96%);
+  color: white;
+  box-shadow: 0 0.6rem 1.8rem rgb(0 0 0 / 22%);
+  font-size: 0.85rem;
+  line-height: 1.45;
+  opacity: 0;
+  pointer-events: none;
+  transform: translateX(-50%) translateY(-0.15rem);
+  transition: opacity 120ms ease, transform 120ms ease;
+  visibility: hidden;
+  z-index: 20;
+}
+
+.glossary-term:hover .glossary-term__tooltip,
+.glossary-term:focus-visible .glossary-term__tooltip,
+.glossary-term:focus-within .glossary-term__tooltip {
+  opacity: 1;
+  transform: translateX(-50%) translateY(0);
+  visibility: visible;
+}
+  </style>
+</head>
+<body>
+  <header class="site">
+    <a class="brand" href="{{HOME_HREF}}">
+      <img src="{{ROOT}}assets/comma-logo.png" alt="">
+      <span class="site-name">openpilot docs</span>
+    </a>
+    <span class="spacer"></span>
+    <div class="social">
+      <a href="https://github.com/commaai" aria-label="GitHub">
+        <svg viewBox="0 0 24 24" aria-hidden="true"><path d="
+          M12 .7A11.5 11.5 0 0 0 8.4 23c.6.1.8-.2.8-.5v-2c-3.3.7-4-1.4-4-1.4-.5-1.4-1.3-1.8-1.3-1.8-1.1-.7.1-.7.1-.7
+          1.2.1 1.8 1.2 1.8 1.2 1.1 1.8 2.8 1.3 3.5 1 .1-.8.4-1.3.8-1.6-2.7-.3-5.5-1.3-5.5-5.7 0-1.3.5-2.3 1.2-3.1
+          -.1-.3-.5-1.6.1-3.1 0 0 1-.3 3.2 1.2a11 11 0 0 1 5.8 0C15.8 6 16.8 6.3 16.8 6.3c.6 1.5.2 2.8.1 3.1
+          .8.8 1.2 1.8 1.2 3.1 0 4.4-2.8 5.4-5.5 5.7.4.4.8 1.1.8 2.2v2.1c0 .3.2.6.8.5A11.5 11.5 0 0 0 12 .7Z"/></svg>
+      </a>
+      <a href="https://discord.comma.ai" aria-label="Discord">
+        <svg viewBox="0 0 24 24" aria-hidden="true"><path d="
+          M20.3 4.4A16 16 0 0 0 16.3 3l-.5 1.1a15 15 0 0 0-7.6 0L7.7 3a16 16 0 0 0-4 1.4C1.1 8.2.4 11.9.8 15.5
+          a16 16 0 0 0 4.9 2.6l1.2-1.7-1.8-.9.4-.3c3.5 1.6 9.4 1.6 13 0l.4.3-1.8.9 1.2 1.7a16 16 0 0 0 4.9-2.6
+          c.5-4.2-.8-7.8-2.9-11.1ZM8.3 13.3c-1.1 0-1.9-1-1.9-2.2 0-1.3.8-2.3 1.9-2.3s2 1 1.9 2.3c0 1.2-.8 2.2-1.9 2.2Z
+          m7.4 0c-1.1 0-1.9-1-1.9-2.2 0-1.3.8-2.3 1.9-2.3s2 1 1.9 2.3c0 1.2-.8 2.2-1.9 2.2Z"/></svg>
+      </a>
+      <a href="https://x.com/comma_ai" aria-label="X">
+        <svg viewBox="0 0 24 24" aria-hidden="true"><path d="
+          M18.2 2.3h3.3l-7.2 8.3 8.5 11.2h-6.7l-5.2-6.8-6 6.8H1.6l7.8-8.9L1.2 2.3h6.8l4.7 6.2 5.5-6.2Z
+          m-1.2 17.5h1.8L7 4.2H5Z"/></svg>
+      </a>
+    </div>
+  </header>
+
+  <div class="layout">
+    <nav class="sidebar">
+      {{NAV}}
+    </nav>
+
+    <main class="content">
+      {{BODY}}
+      <div class="edit-link">
+        <a href="{{EDIT_URL}}">Edit this page on GitHub</a>
+      </div>
+    </main>
+  </div>
+
+  <script>
+    document.addEventListener('DOMContentLoaded', function () {
+      document.querySelectorAll('pre').forEach(function (el) {
+        var btn = document.createElement('button');
+        btn.className = 'copy-btn';
+        btn.textContent = 'copy';
+        btn.addEventListener('click', function () {
+          var code = el.querySelector('code');
+          if (!code) return;
+          navigator.clipboard.writeText(code.innerText).then(function () {
+            btn.textContent = 'copied';
+            setTimeout(function () { btn.textContent = 'copy'; }, 1200);
+          });
+        });
+        el.appendChild(btn);
+      });
+    });
+  </script>
+</body>
+</html>
@@ -0,0 +1 @@
+a5f44653d7f43ad57fef2f546f3916ec4cbf3c56
@@ -0,0 +1 @@
+1789400028 2026-09-14 08:33:48 -0700
@@ -7,6 +7,7 @@ source "$DIR/launch_env.sh"
 function agnos_init {
  # TODO: move this to agnos
  sudo rm -f /data/etc/NetworkManager/system-connections/*.nmmeta
+  rm -f /data/scons_cache/config.lock

  # set success flag for current boot slot
  sudo abctl --set_success
@@ -18,12 +19,14 @@ function agnos_init {

  # Check if AGNOS update is required
  if [ $(< /VERSION) != "$AGNOS_VERSION" ]; then
-    AGNOS_PY="$DIR/system/hardware/tici/agnos.py"
-    MANIFEST="$DIR/system/hardware/tici/agnos.json"
+    AGNOS_PY="$DIR/openpilot/common/hardware/comma/agnos.py"
+    MANIFEST="$DIR/openpilot/system/hardware/comma/agnos.json"
    if $AGNOS_PY --verify $MANIFEST; then
      sudo reboot
    fi
-    $DIR/system/hardware/tici/updater $AGNOS_PY $MANIFEST
+    while true; do
+      $DIR/openpilot/common/hardware/comma/updater $AGNOS_PY $MANIFEST
+    done
  fi
 }

@@ -69,6 +72,14 @@ function launch {
  ln -sfn $(pwd) /data/pythonpath
  export PYTHONPATH="$PWD"

+  # submodule package symlinks for PYTHONPATH imports on device.
+  # on PC these come from editable installs via pyproject.toml / uv.
+  ln -sfn msgq_repo/msgq msgq
+  ln -sfn opendbc_repo/opendbc opendbc
+  ln -sfn rednose_repo/rednose rednose
+  ln -sfn teleoprtc_repo/teleoprtc teleoprtc
+  ln -sfn tinygrad_repo/tinygrad tinygrad
+
  # hardware specific init
  if [ -f /AGNOS ]; then
    agnos_init
@@ -78,7 +89,7 @@ function launch {
  tmux capture-pane -pq -S-1000 > /tmp/launch_log

  # start manager
-  cd system/manager
+  cd openpilot/system/manager
  if [ ! -f $DIR/prebuilt ]; then
    ./build.py
  fi
@@ -16,7 +16,7 @@ export VECLIB_MAXIMUM_THREADS=1
 export QCOM_PRIORITY=12

 if [ -z "$AGNOS_VERSION" ]; then
-  export AGNOS_VERSION="16"
+  export AGNOS_VERSION="19.7"
 fi

 export STAGING_ROOT="/data/safe_staging"
@@ -1,20 +1,3 @@
 #!/usr/bin/env bash
-set -euo pipefail
-IFS=$'\n\t'
-
-# On any failure, run the fallback launcher
-trap 'exec ./launch_chffrplus.sh' ERR
-C3_LAUNCH_SH="./sunnypilot/system/hardware/c3/launch_chffrplus.sh"
-
-MODEL="$(tr -d '\0' < "/sys/firmware/devicetree/base/model")"
-export MODEL
-
-if [ "$MODEL" = "comma tici" ]; then
-  # Force a failure if the launcher doesn't exist
-  [ -x "$C3_LAUNCH_SH" ] || false
-
-  # If it exists, run it
-  exec "$C3_LAUNCH_SH"
-fi

 exec ./launch_chffrplus.sh
@@ -1,44 +0,0 @@
-site_name: openpilot docs
-repo_url: https://github.com/commaai/openpilot/
-site_url: https://docs.comma.ai
-
-exclude_docs: README.md
-
-strict: true
-docs_dir: docs
-site_dir: docs_site/
-
-hooks:
-  - docs/hooks/glossary.py
-extra_css:
-  - css/tooltip.css
-theme:
-  name: readthedocs
-  navigation_depth: 3
-
-nav:
-  - Getting Started:
-    - What is openpilot?: getting-started/what-is-openpilot.md
-  - How-to:
-    - Turn the speed blue: how-to/turn-the-speed-blue.md
-    - Connect to a comma 3X: how-to/connect-to-comma.md
-    # - Make your first pull request: how-to/make-first-pr.md
-    #- Replay a drive: how-to/replay-a-drive.md
-  - Concepts:
-    - Logs: concepts/logs.md
-    - Safety: concepts/safety.md
-    - Glossary: concepts/glossary.md
-  - Car Porting:
-    - What is a car port?: car-porting/what-is-a-car-port.md
-    - Porting a car brand: car-porting/brand-port.md
-    - Porting a car model: car-porting/model-port.md
-  - Contributing:
-    - Roadmap: contributing/roadmap.md
-    #- Architecture: contributing/architecture.md
-    - Contributing Guide →: https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md
-  - Links:
-    - Blog →: https://blog.comma.ai
-    - Bounties →: https://comma.ai/bounties
-    - GitHub →: https://github.com/commaai
-    - Discord →: https://discord.comma.ai
-    - X →: https://x.com/comma_ai
@@ -1 +0,0 @@
-msgq_repo/msgq
@@ -10,6 +10,7 @@ __pycache__
 *.a
 uv.lock
 catch2/
+msgq.egg-info/

 test_runner

@@ -0,0 +1,36 @@
+Import('env', 'envCython', 'common')
+
+
+visionipc_dir = Dir('msgq/visionipc')
+
+# Build msgq
+msgq_objects = env.SharedObject([
+  'msgq/ipc.cc',
+  'msgq/event.cc',
+  'msgq/impl_msgq.cc',
+  'msgq/impl_fake.cc',
+  'msgq/msgq.cc',
+])
+msgq = env.Library('msgq', msgq_objects)
+msgq_python = envCython.Program('msgq/ipc_pyx.so', 'msgq/ipc_pyx.pyx', LIBS=envCython["LIBS"]+[msgq]+common)
+
+# Build Vision IPC
+vipc_files = ['visionipc.cc', 'visionipc_server.cc', 'visionipc_client.cc']
+if File('/dev/ion').exists():
+  vipc_files += ['visionbuf_ion.cc']
+else:
+  vipc_files += ['visionbuf.cc']
+vipc_sources = [f'{visionipc_dir.abspath}/{f}' for f in vipc_files]
+
+vipc_objects = env.SharedObject(vipc_sources)
+visionipc = env.Library('visionipc', vipc_objects)
+
+
+vipc_libs = envCython["LIBS"] + [visionipc, msgq] + common
+envCython.Program(f'{visionipc_dir.abspath}/visionipc_pyx.so', f'{visionipc_dir.abspath}/visionipc_pyx.pyx',
+                  LIBS=vipc_libs)
+
+if GetOption('extras'):
+  env.Program('msgq/test_runner', ['msgq/msgq_tests.cc'], LIBS=[msgq]+common)
+
+Export('visionipc', 'msgq', 'msgq_python')
--- a/Show More
+++ b/Show More
				`@@ -0,0 +1 @@`
				`../../openpilot/selfdrive/assets/icons_mici/settings/comma_icon.png`