Self-QA

"Looks good to me" is no longer enough. Five questions before anything leaves the machine.

The Problem

You built something. It looks good to you. But the engine that produced the output is the same engine evaluating it. You can't see your own drift. Worse — when the evaluation is right, you might still be building a case for why you're different instead of actually testing whether you are.

The Solution

This course covers the in-house architecture for seeking external validation before shipping — the adversarial questions that catch what self-review always misses.

You will: run the five QA questions against your last shipped output and decide which ones need an external check.