Multi-agent systems distribute work across specialized agents. Orchestrators coordinate agent communication. Each agent focuses on specific capabilities. Together they solve problems beyond single-agent capacity.
Architecture Patterns
Supervisor agents delegate to worker agents. Peer agents collaborate on shared goals. Hierarchical systems enable complex workflows. Message passing enables agent communication.
- Design agents with clear, focused responsibilities
- Implement robust inter-agent communication
- Use supervisor patterns for complex workflows
- Handle failures gracefully with retries and fallbacks
- Monitor agent interactions for debugging
Practical Considerations
Start simple—add agents only when needed. Define clear interfaces between agents. Test agent interactions thoroughly. Monitor for unexpected emergent behaviors.