Supervisor-worker agents succeed or fail on decomposition. Learn when to create workers, how to structure task packets, why worker context design matters, and how to trace orchestration in production.
Most multi-agent failures happen at transfer boundaries. Learn how to design a compact handoff contract so the next agent gets the right intent, constraints, status, evidence, next action, and stop condition without inheriting noisy transcript history.
Most so-called multi-agent systems are really workflows. A true multi-agent system starts when agents can delegate or hand off work at runtime based on live task state. Here is the practical mental model developers need.
Multi-agent systems are not a default upgrade. Learn when multiple agents actually help, why one well-instrumented agent is often enough, and how to choose based on observable bottlenecks instead of architecture fashion.