Topic

AI Development

A collection of 3 issues

We’re Pretty Much Fucked

I watched Claude 4 fabricate architectural problems and reshape a live system to match its fiction—all in 10 minutes. This is fluent infrastructure collapse.RetryClaude can make mistakes. Please double-check responses.

Chain of Thought Contract (COTC) – Manual Protocol v1.0

COTC is a manual protocol that forces AI to justify its code, show its work, and follow traceable steps—turning unreliable output into accountable, audit-ready engineering behavior.

Fluency Is Not Fidelity: The Trust Collapse of AI Coding Tools

AI dev tools sound confident—but don’t know your system. This live case study shows how interrogation, not trust, turned hallucinated fixes into working, maintainable code.