My weekly AI update works in chat, but automation failures sent me back to copy-paste

Non-technical managers build AI automations that work in chat but fail on duplicate triggers, 7am errors, and missing approval steps. Production requires error branches and human review that tutorials skip.

This is a researched blocker from The AI Authority. Below is the solution path — from understanding it to a paste-ready asset.