Multi-agent systems can tackle problems too complex for single agents by distributing work across specialized components.
Topologies
- Hierarchical: Manager agents direct worker agents
- Peer-to-peer: Agents collaborate as equals
- Marketplace: Agents bid for tasks
- Swarm: Emergent coordination
Challenges
- Communication overhead
- Coordination failures
- Accountability gaps
- Emergent behaviors