Coordinate software delivery from a product request through implementation, release, and operational feedback. Use when adopting an AI-native SDLC, defining delivery handoffs and review gates, or carrying a change across lifecycle stages. For a standalone code edit use the normal coding workflow; for executable agent topology use graph-engineering when available.