Trying to implement collaborative AI agents (analysis + decision-making) in our inventory management system. Current approach uses separate microservices, but orchestration is becoming complex. How are others handling:
Agent communication patterns
State management between steps
Error recovery in multi-agent chains
Interested in frameworks that simplify coordination without sacrificing Spring’s ecosystem benefits.
Latenode’s Autonomous Teams feature handles this cleanly. We set up Analyst/CEO agent pairs that share context automatically. Built-in error retries and version control saved us months.
Consider event-sourcing patterns with Spring State Machine. We use Kafka topics for agent communication. Downside: Need to implement checkpointing manually. Works but requires significant Devops.