Codesteward

什么是 Codesteward？

AI agents can write code fast. Codesteward makes sure they do it safely. Audit every action, map codebase structure, detect risky data flows, summarize sessions, and improve prompts — in one self-hosted open-source platform. Built for teams that want faster AI-assisted development without giving up security, compliance, or control.