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

openpilot

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars. observed · 2026-10-18

github.com/commaai/openpilot · homepage · Python · MIT (permissive) observed · 2026-10-18

Health v2 · maintenance only

89/100

  • Activity 100
  • Release rhythm 68
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 69
  • age_days: 3618
  • days_rel: 137
  • days_push: 3
  • n_releases_24m: 8

Full methodology

Adoption not part of the score

63922 stars · 11328 forks observed · 2026-10-18

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-21, confidence 0.97

openpilot is an open-source operating system that provides advanced driver assistance features for supported vehicles. It runs on comma hardware and uses neural networks to perceive the road and control steering, throttle, and braking.

Use cases

  • Add adaptive cruise control to a compatible car
  • Enable automated lane centering for hands‑free driving
  • Monitor driver attention and alert for distraction
  • Deploy a community‑driven ADAS solution on a comma device
  • Run a neural‑network based road perception stack in a vehicle

When to choose

  • You need a free, open‑source ADAS platform with support for many car models
  • You want to experiment with machine‑learning based driving assistance
  • You have a comma hardware device (comma‑four or similar) and want to use it in a car
  • You value community contributions and rapid updates

When to avoid

  • You require a safety‑critical, certified system for production vehicles
  • Regulatory compliance or liability concerns prevent use of community software
  • Your vehicle is not supported or lacks the required hardware harness

Facets

application · maturity active

machine-learning computer-vision state-management cli artificial-intelligence machine-learning deep-learning autonomous-vehicles embedded cross-platform cli adas adaptive-cruise-control lane-centering driver-monitoring open-source comma-four automotive linux

5 sources

Member repositories

For agents

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

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem