Review a coding plan or diff against four Karpathy-inspired principles — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution. Use BEFORE non-trivial code edits to validate the plan, and AFTER edits to validate the diff. Catches hidden assumptions, overengineering, drive-by
Review a coding plan or diff against four Karpathy-inspired principles — Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution. Use BEFORE non-trivial code edits to validate the plan, and AFTER edits to validate the diff. Catches hidden assumptions, overengineering, drive-by changes, and missing verification.