Question
It's 5pm before a launch freeze. An AI agent just produced a 400-line TypeScript change that wires a new feature flag through your auth middleware, and it builds and passes the smoke tests. Your lead says ship it now, unreviewed, because the window closes in 20 minutes. Walk through how you decide what to do — and where you'd draw the line between shipping it and holding it.
Treat the AI’s output as a draft to verify, not an answer to trust. Name the specific flaw and the input that triggers it, say how you’d catch it — tests, edge cases, reading critically — and how you’d re-prompt or decompose to get it right.
Vibe coding: describe the solution in plain language (or narrate it) and the coach grades your approach. Generating runnable code from your description is coming next.