orchestrate

Multi-agent blueprint execution is automated by reading a blueprint plan, extracting tasks and dependencies, and building a wave-based execution graph. It dispatches parallel tasks concurrently, awaits completion before sequential waves, runs sanity checks, and certifies final results.

Wave-based execution graph orchestration is a coordination method that groups blueprint tasks into waves. Parallel tasks run concurrently within a wave, and sequential dependencies are resolved by awaiting completion before dispatching the next wave of tasks.

Yes, parallel and sequential task dispatch supports multi-service deployments by running independent components concurrently while preserving order for dependent tasks. The orchestrator applies post-wave sanity checks to ensure code integrity across all deployed services.

Post-wave sanity checks and certification are handled automatically after each wave completes its task dispatch. The orchestrator validates code integrity during execution and runs a final certification step to ensure traceability before reporting overall completion.

Yes, a predefined blueprint plan must be provided in the workspace to orchestrate multi-agent workflows. The orchestrator reads this blueprint to extract tasks, determine their parallelism, and map dependencies before building the execution graph.

Multi-agent orchestration should be used for complex project workflows, SDLC pipelines, and multi-component deployments where tasks can run in parallel or must run sequentially. It optimizes parallelism where possible while preserving correctness where necessary.