A production multi-agent orchestration system that automates code review workflows. Each agent specializes in a specific analysis domain:
The system uses intelligent caching to reduce API token consumption by 97.5% while maintaining review quality. Agents execute in parallel with a conflict resolution layer that merges overlapping findings.
Built as an internal tool at Apprecio, now handles 100% of PR reviews across 13+ microservices for a 5-engineer team with zero false positive escalations in production.