Karpathy's Cloud Guidelines: 10 Imperatives for Smooth Computing Experience

The Karpathy CLAUDE.md self-check protocol isn’t just another set of AI coding rules—it’s an executable debugging layer that catches silent failures in agentic loops. What started as four behavioral guidelines has grown into a ten-rule system designed to stop compounding errors before they spiral. I