control-loops

You Can't Enforce What You Can't Observe

I gave an AI coding assistant a rule: always record why you made each important decision. A few days later I checked — it wasn't being enforced, and it was the kind of thing that couldn't be. Written for someone with zero AI-engineering background, bridged to backend primitives (DB constraints, middleware, IAM), start to finish.