workflow-orchestration

Multi-agent workflows that exceed a single context window are coordinated using a JavaScript-based runtime to manage sub-agent execution, state, and quality verification across large-scale tasks. This deterministic orchestration enables reliable branching and loop management.

Deterministic multi-agent orchestration is a structured execution pattern using a JS runtime to manage sub-agents. You need it for complex research or codebase audits requiring fan-out capabilities, structured output validation, and repeatable quality-control patterns.

Fan-out execution for codebase audits is orchestrated by triggering the workflow runtime to manage multiple sub-agents simultaneously. The system synthesizes findings into a single verified report using adversarial verification and loop-until-dry quality patterns.

Structured output validation and durable observability are supported natively by the orchestration runtime. Execution states and quality verification results are persisted via .runs directories, ensuring repeatable and auditable multi-stage data processing.

Workflow orchestration manages large-scale migrations without state loss by using a deterministic JS runtime to track sub-agent execution and state. Advanced quality patterns like judge panels ensure verified outputs throughout the migration process.

Deterministic orchestration for multi-stage data processing requires a JS-based runtime environment and is designed for complex tasks needing fan-out coordination. It is not suited for simple, single-step queries that do not require structured quality verification.