Multi-agent patterns and coordination

Multi agent systems decompose problems across specialized agents, each with distinct tools, expertise, and objectives. The architecture defines how agents communicate, delegate, and resolve conflicts. Poor coordination produces duplicated work, contradictory outputs, and infinite delegation loops.