orchestrator

You can coordinate a discovery pipeline by using the orchestrator to manage project setup, stakeholder interviews, phase transitions, and human-review checkpoints. It ensures consistent state and auditable human-in-the-loop management from project creation to delivery.

The best way to manage pipeline state and memory snapshots is through central coordination that persists memory and handles input briefing. The orchestrator governs state management, memory snapshots, and conflict resolution across all pipeline phases.

Yes, you can handle change requests and multi-round iterations in a discovery project. The orchestrator supports multi-round iterations and change requests with strict traceability and logging throughout the discovery pipeline.

You integrate stakeholder briefings and specialist invocations by providing a briefing to begin the first run or initiating via the create-project path. The orchestrator implements input handling for briefing and integrates context templates with specialist invocations.

You need an orchestrator for discovery pipeline governance when coordinating multiple phases, roles, and artifacts from project setup to delivery consolidation. It is essential for maintaining role-based task execution and auditable human-in-the-loop management.