gitagent

Run any AI agent — Claude Code, GAP, LangGraph DeepAgents — in a hermetic sandbox. Reference implementation of the Harness Protocol.

Your git repo has a memory. Now it can speak. AI agent that turns commit history into standups, changelogs, roasts & more.

A senior engineer embedded in your git workflow. Reviews pull requests for security, quality, and compliance — with full observability, drift detection, and a 5-provider LLM fallback chain. Everything lives in git.

A ruthlessly honest DS/ML interview coach that lives in a git repo. Socratic coaching, code execution, git-native memory.

Ever-growing encapsulation of an employee at your company that learns with each hire/fire/rejection.

ML failure analysis agent

A transparent, community-governed Discord moderation agent built on the gitagent standard. Rules live in public RULES.md, amended by community Pull Requests. Every ruling is traceable to a git commit hash.

Qualification briefs on whether an enterprise AI-agent deployment can land at a named bank or insurer. Every citation is checked against what the run retrieved.

A git-native agent that reads your commit history and writes the post-mortem for you.

AI-powered repository health agent — audits any GitHub repo for security, quality, docs, tests & dependencies in 60s

AI agent that explains code & generates tests on @gitagent PR comments

AI deployment gate that mines real traffic, fires probes at staging, and tells you if your code will break — before your users do. Built on gitagent + Lyzr Studio.