A Lightweight Prompt Replaces Heavyweight Code Review Bots

Traditional code review bots are expensive, slow, and over-engineered for what they do. This piece shows how a meticulously crafted prompt—constraining an LLM to focus purely on behavioral changes rather than code quality judgment—matches or exceeds dedicated tools' performance. It's a case study in leveraging AI's actual strengths while ruthlessly eliminating unnecessary complexity.