Cambridge Mofang Notes

Nov 8, 2026 · Artificial Intelligence

Multi-Agent Architecture Patterns: From Orchestrator to Blackboard

This article analyzes why single-agent systems fail due to context overload and presents five multi-agent architecture patterns—Orchestrator-Workers, Sequential Pipeline, Hierarchical, Network/Handoff, and Blackboard—with their trade-offs, message-passing methods, and a practical selection guide for different business scenarios.