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 expert who stays in the loop as a human reviewer. Call the whole team T1. I take that content and compile it into a deployable Moodle course package. The pipeline is automated. The process is repeatable. It works. Except for two weeks in April, it didn't. And the whole time, the answer was sitting right in front of me. Quick context on the team I reference T1, T2, and the SME throughout this article. If you have not read the previous piece, here is the 30-second version. T1 is the content team — a group of AI agents working alongside a subject matter expert (SME) who reviews and approves every deliverable before it leaves T1's hands.…