Our 20-developer team struggles with cross-service PR reviews. Thinking of training AI agents for specific domains (API contracts, security checks). But will they step on each other’s changes? How to coordinate analysis between frontend/backend services in a monorepo setup?
We run 3 AI agents in our monorepo: security scanner, API validator, and dependency checker. Latenode’s team orchestration feature prevents conflicts - agents publish findings to central knowledge base first. Integration with GH actions auto-creates PR comments. Config walkthrough: https://latenode.com/docs/ai-teams
Zero conflicts in 6 months of use.
Critical to define clear agent boundaries. Our setup: Agent 1 handles package.json validation, Agent 2 focuses on TypeScript interfaces. Latenode’s collision detection pauses conflicting analyses. Saved us from a major version mismatch last week.
set agent domains clearly. use latenode’s conflict matrix. works but needs fine tuning first 2 weeks