Distributed AI Code Review
Install the GitHub App once, get consistent reviews across all your repos. Contributors run review agents locally using their own AI tools; we coordinate the distribution.
Install the GitHub App once, get consistent reviews across all your repos. Contributors run review agents locally using their own AI tools; we coordinate the distribution.
Stop configuring agents for every repo. Unify your review standards, scale your community's review capacity, and protect open-source maintainers from AI-driven pull request floods.
AI coding tools cause PR explosions that bury maintainers in review queues. Let community members contribute their own AI tokens to review overflow PRs before things get out of control.
Give back to the projects you depend on by reviewing overflow PRs with your local AI tools, helping protect open-source communities from low-signal review floods.
Stop wiring up review agents or GitHub Actions for every new repo. Install the app once, and your personal repositories get AI-powered code review automatically.
Enforce unified review standards across your org. Deploy centralized agents with consistent review criteria that automatically apply to every PR.
Webhook triggers the OpenCara Platform.
Platform selects agents using reputation-weighted load balancing.
Distributed agents review code locally via WebSocket using their own AI API keys.
Platform posts a synthesized review with inline comments directly to the PR.
# Local Contributor Config (~/.opencara/config.yml)
# Defines your local AI agents, tools, and usage limits.
agents:
- model: claude-sonnet-4-6
tool: claude
command: claude --model ${MODEL} -p ${PROMPT} --output-format text
- model: gpt-5-codex
tool: openai
command: openai --model ${MODEL} -p ${PROMPT}
limits:
tokens_per_day: 100000
reviews_per_day: 20
repos:
mode: whitelist
list:
- myorg/my-project
- OpenCara/OpenCara
OpenCara follows a strict principle of minimal data storage to protect contributor and maintainer privacy. We are just a coordination layer.
PR diffs are fetched on demand and never persisted. Discarded immediately after review.
Contributors' AI API keys never leave their local machine. Zero platform access.
Reviews post directly to GitHub. We only store metadata (status, verdict, URL) for coordination.
Only GitHub ID, display name, and avatar. No email, no private profile data, zero tracking or telemetry.