I scanned 13 popular AI-app starter repos. 4 were clean, and the same bug was in 6 of them.

I built a small deterministic scanner for the failure patterns that show up in AI-built apps — the ones that don't stop the demo, but break you in production. Then I pointed it at a corpus of popular ...