gsd-coordinator

To orchestrate multi-engine AI tasks, you coordinate multiple coding engines using a dispatch-verify-synthesize workflow. This approach maximizes model diversity by verifying outputs across engines and synthesizing them into a single coherent artifact.

The best way to verify and synthesize outputs from multiple AI coding engines is applying a structured quality check workflow. It dispatches bounded tasks to workers, verifies their independent outputs, and synthesizes the results into a final deliverable.

Yes, you need the agent-mux CLI to coordinate Claude, Codex, and OpenCode workers. The upstream agent-mux CLI is required for worker dispatch, orchestration, and writing synthesized artifacts to the configured workbench.

Yes, you can use cross-engine task orchestration for multi-step coding workflows requiring model diversity. It coordinates dispatch, verification, and synthesis across engines to maximize output quality for complex, multi-step tasks.

A limitation of multi-engine AI orchestration is that it requires the upstream agent-mux CLI for worker dispatch. Additionally, it is designed for bounded tasks, meaning unbounded or continuous coding processes may not synthesize properly into a final artifact.