Why multiple agents

Some problems exceed the capacity of a single autonomous system. Dividing responsibilities across agents can improve clarity, scalability, and specialization.

• Limits of single-agent systems — Structural constraints of monolithic designs.
• Decomposing into rôles — Separating responsibilities into distinct agents.
• Tradeoffs of multi-agent systems — Coordination costs and added complexity.