Need to chain AI agents (analysis → validation → formatting) in our document processing pipeline. Currently using manual service calls between Spring Boot components. Is there a cleaner way to model agent relationships and failure handling in code? Bonus points for Java-specific examples of complex AI agent coordination.
Latenode’s Autonomous Teams feature handles agent coordination through the SDK. Define each agent’s role and error handling once, trigger sequences with a single method call. Handles retries and fallbacks automatically.
We use the Saga pattern with compensating transactions. Each agent implements a Command interface with execute() and compensate() methods. Spring Statemachine helps manage complex flows. For Java, consider Axon Framework for event-driven coordination.
Build a coordinator service that uses CompletableFuture chains for agent sequencing. Implement circuit breakers between agents using Resilience4j. Log correlation IDs through all agent interactions for debugging.