CLAUDE.md Grows to Ten Rules, Tightening Self-Checking in AI Coding Loops

A circulating ten-rule CLAUDE.md document—attributed to Andrej Karpathy but not independently verified—adds six loop-level rules to the four-rule AI-coding template, prioritizing verification, goal-driven execution, debugging, dependency management, and clearer communication to guide autonomous Claude Code loops. The file is read as project context rather than a system prompt, shaping behavior without enforcing it, highlighting a shift toward self-monitoring in AI development while provenance and real-world impact remain debated.