How I Built a Multi-Agent Code Review Pipeline That Actually Works

A team built a multi-agent code review pipeline to speed up the review process, reducing time from 4 hours to 30 seconds and catching 94% of issues. This was achieved by having specialized agents that share contracts, not memory, and focus on different aspects of code review. The result is a more efficient and effective code review process. To replicate this, focus on better handoffs between agents rather than adding more agents. This approach can be applied to any team looking to improve their code review process.