PlanBridge: open-source tool for precise feedback on coding agent plans
Finally, inline comments on AI plans before the agent wastes tokens writing bad code.
Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.
Discovery plans, Delivery executes — separation of concerns baked into folder structure.
Teams using AI coding agents for software delivery
LangChain · CrewAI · AutoGen
Finally, inline comments on AI plans before the agent wastes tokens writing bad code.
Yet another markdown viewer when Obsidian, Typora, and iA Writer already exist.
Markdown-first review gates for AI agents, but the problem (agent hallucination in code) is still nascent.
Audit trail for AI coding agents, but agents still mostly skip governance layers.
MCP-integrated review gates for AI agents—annotation-driven handoffs save context across sessions.
Plan-mode plugin for Pi Coding Agent, but existing Claude Code version already exists.