Notes on building AI that works.

Amazon's AI outages weren't an AI problem. They were a missing-guardrail problem.

Amazon's recent AI-assisted outages were not just a model problem. They exposed what happens when AI-generated changes reach production before blast radius, permissions, and validation are properly constrained.