code-guidelines

To prevent overcomplicating code, apply behavioral guidelines that enforce simplicity and minimum viable code. This approach avoids speculative features and premature abstractions, ensuring the LLM generates targeted, straightforward solutions.

The best way to define success criteria for AI-assisted coding is to establish clear, verifiable goals before implementation. This goal-oriented development approach ensures you iterate until the changes are explicitly tested and verified.

To ensure surgical precision during code review, enforce guidelines that promote making only necessary changes and cleaning up only what was introduced. This minimizes unnecessary modifications and reduces overall code complexity.

Yes, you should surface explicit assumptions before starting an LLM coding task. Pre-coding strategy encourages surfacing assumptions and considering tradeoffs early to prevent scope creep and ensure accurate implementation.

To refactor a complex function, apply coding standards that focus on surgical changes and verifiable success criteria. This ensures only the necessary parts are modified and the resulting changes remain clearly testable.