FrontierAI.Engineer
Agentic AI Foundations & Architectures

Orchestration vs Single-Agent

A single-agent architecture uses one model instance to reason, plan, and act across all subtasks. An orchestrated architecture uses a coordinating agent to decompose tasks and delegate work to specialized sub-agents. Orchestration enables parallelism and specialization but introduces coordination overhead, failure propagation risks, and more complex debugging. The right choice depends on task complexity and latency requirements.