clean-code

To fix over-engineered AI-generated code, enforce pragmatic clean-code standards by applying early returns, simplifying naming, and removing redundant comments to ensure concise, readable outputs.

A guard clause is an early return used to handle error conditions immediately. You should use guard clauses to simplify error handling, minimize nested blocks, and improve code readability.

Review AI-generated code for maintainability by auditing for single responsibility, clear naming conventions, minimal boilerplate, and the absence of unnecessary comments, ensuring intent is documented through clear structure.

Yes, this approach applies to code-writing, generation, and review tasks across languages and projects, enforcing consistent conventions and concise outputs without relying on specific framework dependencies.

Your generated code has boilerplate because it lacks pragmatic standards. Enforce rules to remove redundant comments, apply YAGNI to avoid unneeded features, and document intent through clear code structure.

Avoid aggressive clean code refactoring when it compromises existing system stability, as the primary goal is pragmatic maintainability rather than forcing rigid structural changes that over-complicate simple logic.