What two weeks of Moodle import errors taught me about right-sizing roles


Two weeks of debugging. Every single failure was XML. Not the AI. XML!

I build Python-based deployment pipelines for professional certification programs delivered on Moodle. Course content is authored by Team 1 — a group of AI agents working alongside a subject matter...