karpathy-guidelines

To reduce LLM coding mistakes, apply behavioral guidelines that surface assumptions, prioritize simplicity, and enforce surgical changes during code generation, review, and refactoring workflows.

Effective LLM code review guidelines require thinking before coding, keeping modifications surgical, limiting scope to what is asked, and defining verifiable success criteria with clear guardrails.

LLMs overcomplicate code by ignoring scope limits; applying a simplicity-first guideline restricts changes to only what is requested, preventing unnecessary abstractions during implementation.

To keep LLM code changes surgical, enforce behavioral guidelines that explicitly restrict modifications to necessary code sections, ensuring other parts remain intact during edits and refactoring.

Yes, you can define verifiable success criteria for LLM coding tasks by establishing clear guardrails and iterating through planning, implementation, and verification steps until goals are met.

You need behavioral guidelines for LLM-assisted coding when projects require maintainability and safety, specifically during code writing, code reviews, and refactoring tasks to surface uncertainties and compare tradeoffs.