I put together a small harness to keep AI-assisted coding under control. It’s basically a set of git hooks and scripts that enforce simple things AIs tend to skip—running tests, checking basic metrics, that sort of guardrail.

I think it’s useful for projects that started quickly, grew messy, and are now slowing down because the AI (and humans) can’t manage the complexity anymore. Take it for a spin and let me know what you think: https://github.com/CaliLuke/quality-workflow-meta