Cloudflare splits code review across seven specialized agents
Instead of one bloated prompt, they run security, perf, docs, and compliance reviewers in parallel then dedupe via a coordinator. The whole thing plugs into GitLab CI with a plugin system so nothing hardcodes the VCS or model provider. For your Cloudflare Workers setup and agent SDK experiments, the execution flow and bootstrap/configure hooks are the parts worth stealing.
blog.cloudflare.com
Orchestrating AI Code Review at scale
Cloudflare built an AI system that uses multiple specialized reviewers to check code for bugs, security, performance, and documentation. This approach splits tasks among different AI agents, making reviews faster and more accurate. The system helps catch serious problems while reducing bottlenecks in the engineering workflow.