karpathy-guidelines

To enforce safe coding guidelines for LLMs, you apply behavioral rules to refactoring tasks that surface assumptions, avoid overcomplication, and enforce surgical changes. This ensures LLM-generated code modifications remain minimal and well-scoped during development.

The best way to prevent LLM coding mistakes during code review is to apply explicit guidelines that encourage thinking before coding and defining verifiable success criteria. This framework surfaces underlying assumptions and enforces deliberate, surgical changes to the existing codebase.

You define verifiable success criteria for LLM-generated code by applying behavioral guidelines that articulate minimal, well-scoped steps needed for the task. This framework enforces surgical changes and ensures assumptions are surfaced before code is written or reviewed.

Yes, you can use these coding guidelines to reduce overcomplication in LLM refactoring tasks. The guidelines explicitly emphasize minimal, surgical changes to existing code and encourage thinking before coding to avoid unnecessary complexity during development.

You need behavioral guidelines for LLM coding and code review when you want to reduce common coding mistakes and promote safer, more deliberate practices. They are required when writing, reviewing, or refactoring code to ensure changes are surgical and success criteria are verifiable.