You Can't Vibe-Code an AI Agent: Loop Engineering in Fermix
Fermix was not built in one prompt. It was built as loops: a design doc per milestone, a failing test first, unit tests for the mechanics, and an eval suite that grades the real model on real queries off an Opik trace.