AI Is Forcing Engineering to Grow Up and Honestly, It’s About Time

AI isn’t transforming engineering because it writes code. It’s transforming engineering because it exposes unclear thinking instantly. I’ve been using tools like Claude Code across real projects lately. Not demos. Real debugging, refactoring, architecture reviews, and service scaffolding. The output can be wild. The kind of wild