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Surgical, evidence-based coding guidelines.
Safely transform code without changing behavior
Safer coding with surgical, simple guidelines.
Zero-iteration debugging, one proven fix.
Write better code with Karpathy's rules.
Reduce coding mistakes with clear guidelines.
Reduce coding mistakes with proven guidelines.
Refine plans with rigorous research
Cut LLM coding mistakes with concise guidelines
Cut coding mistakes with surgical edits
Think before coding. Simplicity first.
Reduce risky code with surgical guidelines.