I built a workflow that forces AI agents to teach you the code they write

A developer built FluencyLoop, an open-source workflow plugin for Claude Code and Codex that forces AI agents to explain the code they write. The tool tracks the developer's technical familiarity locally and pauses to explain complex architectural choices or rejected alternatives on unfamiliar topics, also producing documentation and tracking decisions.

As a developer, I got a bit scared and fed-up of blindly merging massive pull requests and losing context on my own codebase, so I built FluencyLoop . https://github.com/baokhang83/fluencyloop https://github.com/baokhang83/fluencyloop It is an open-source, local-first workflow plugin for Claude Code and Codex that ensures your code and your codebase fluency are produced together. Instead of letting an agent dump raw code, it tracks your technical familiarity locally and pauses to explain complex architectural choices or rejected alternatives only on topics you do not know yet. It also produces documentation and tracks the decisions it makes along the way. Try it out It feels really good to get the AI caring for my understanding 🤣