That should be moved toward the top, will do it manually. This was 98% loop, albeit very messy one. More an exploration of the process itself. The biggest value is the meta learning. Ideally we should save traces of prompts and process itself as a verifiable or observable artifact, instead of code itself. At the end of the day, outcome over code.