
Langgraph Harness
Self-hosted AI coding agent platform for GitLab, built with LangGraph. Reviews merge requests, resolves issues autonomously, and chats with full project context
About
Reviews merge requests, resolves work items and tasks autonomously, and chats with full project context — remembering what matters so every run builds on the last.
Battle-tested in production since mid-2026 — 133 releases, 1k+ reviews, 67% comment acceptance rate (Sept 29 2026, see snapshot). Development history → every failure and fix, documented.
github.com/user-attachments/asse…81d21a49f7f1
Four harnesses, one shared foundation:
Shared foundation: every drafted comment is screened before it posts; a run that misbehaves (repeats a call, loops, ends on a question, skips a check) gets caught and corrected mid-run — backed by persistent checkpoints, so a run resumes instead of restarting from scratch.

















