← Multi-Agent Systems & Orchestration
Agent Swarm
An agent swarm is a large collection of lightweight, often identical agents that work in parallel on decomposed subtasks without centralized coordination. Behavior emerges from the aggregate of individual contributions rather than from an explicit orchestration plan. Swarms excel at embarrassingly parallel workloads — such as batch document processing or exhaustive search — but require careful result aggregation and are harder to debug than tightly orchestrated pipelines.