Notes on building AI that works in production. https://www.bartsaiconsulting.com/ 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. https://www.bartsaiconsulting.com/blog/amazon-ai-outages-missing-guardrails/ https://www.bartsaiconsulting.com/blog/amazon-ai-outages-missing-guardrails/ Sun, 24 May 2026 00:00:00 GMT