Ross ROSS = Recommend OSS · open-source software intelligence for agents

commaai/panda

code powering the comma.ai panda observed · 2026-08-28

github.com/commaai/panda · C · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 3436
  • days_rel: n/a
  • days_push: 7
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1697 stars · 972 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Firmware and Python userspace library for the comma.ai panda, a USB CAN and CAN FD interface device built on the STM32H725 microcontroller. It enforces vehicle-specific safety logic compiled in from opendbc and is designed for use with openpilot driver assistance systems.

Use cases

  • read and send CAN messages from a car over USB
  • interface with vehicle CAN bus from Python
  • flash firmware onto a panda CAN interface device
  • develop and test vehicle safety models for openpilot
  • sniff CAN traffic on multiple buses
  • build hardware-in-the-loop tests for automotive safety logic

When to choose

  • you own a comma.ai panda device and need to interact with it
  • you are developing openpilot or vehicle safety logic
  • you need a safety-critical, MISRA-checked CAN interface firmware
  • you want a Python API for CAN communication with a car

When to avoid

  • you need a general-purpose CAN adapter without comma.ai hardware
  • you want a pure software CAN simulator with no hardware component
  • you need OBD-II diagnostics tooling rather than raw CAN access

Facets

library · maturity active

embedded sdk testing embedded-systems hardware robotics embedded python windows can-bus can-fd stm32 firmware automotive openpilot car-hacking safety-critical misra-c linux macos

1 source

Member repositories

RepositoryRoleHealth v2
commaai/pandamain77

For agents

markdown · JSON · MCP: product_card(name="commaai/panda")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem