" I Can Tell Within 5 Minutes Whether Someone Is Using AI as an Engineer or as a Gambler "

The engineer starts with architecture.

The gambler starts with a prompt.

I have been both. And I have watched enough codebases collapse under the weight of AI-generated confidence to know exactly where the line is.

This is not a piece about whether you should use Claude Code, Cursor, or any other AI coding tool. You should. The productivity advantage is real, and ignoring it is its own form of professional negligence. This is about the gap between using these tools and understanding what you are actually building — a gap that is wider than most people want to admit, and more expensive than most people expect.

The Seductive Lie of the Working Demo