karpathy-guidelines

To prevent common LLM coding mistakes, apply explicit behavioral guidelines that enforce avoiding overcomplication and making surgical changes. This reduces errors by requiring adherence to defined programming standards during the code generation and review processes.

The best practices for reviewing LLM generated code involve checking for overcomplication, verifying surgical changes, and surfacing hidden assumptions. Defining verifiable success criteria ensures the code meets explicit programming guidelines before approval.

To ensure LLM code refactoring doesn't introduce errors, enforce guidelines that restrict modifications to surgical changes and require assumptions to be surfaced. This prevents unintended side effects by maintaining strict adherence to best practices.

Programming guidelines that reduce code overcomplication by LLMs focus on making surgical changes and defining verifiable success criteria. These behavioral standards ensure the code remains maintainable and aligned with review expectations.

You need explicit behavioral guidelines for LLM code development when writing code that requires review or refactoring. These guidelines reduce common mistakes by enforcing best practices and making assumptions visible before the code is approved.