Engineering managers don’t stop building. They stop building code and start building the system that produces it.

AI makes code look “reviewed” even when nobody understands it. Clean diff + green tests is not the same thing as a shared mental model. Psychological safety is what lets someone say: “pause, I need to trace this.”

Stop using AI like a code vending machine: paste error → accept code → ship. It feels fast. It’s a trap.