4.9Key Takeaway

The Orchestrator pattern is the most predictable multi-agent architecture. It maps naturally to how QA teams already work (lead + specialists) but executes at machine speed. The key design decision is how much intelligence to put in the orchestrator (plan generation, conflict resolution) versus the specialists (domain expertise, test execution).