Beyond Single-Agent Reviews: Automating Code Quality with Specialized AI Agents

Single AI agents produce generic feedback that doesn't scale well for complex code changes. By distributing review tasks across specialized agents—handling style, logic, and security separately—teams can deliver more precise and actionable insights while reducing costs by using efficient models like Claude Haiku for lightweight checks alongside more capable models for deeper analysis.