The Power of the Swarm
Single agents are powerful, but teams of specialized agents are transformative. Multi-agent orchestration involves coordinating distinct agents—each with a specific role (e.g., Researcher, Writer, Reviewer)—to collaborate on complex tasks.
Architecture Patterns
- •Hierarchical: A "Manager" agent breaks down the plan and delegates tasks to "Worker" agents.
- •Sequential Handoffs: Agent A passes its output to Agent B, like an assembly line.
- •Joint Collaboration: Agents share a workspace and contribute asynchronously.
Managing Complexity
The key challenge in multi-agent systems is communication overhead and conflict resolution. We use strict protocols and shared state management to ensure agents stay aligned on the overall objective without getting into "conversational loops."