using-agents-stack

Agent workflow orchestration coordinates the goal-QA pipeline across SPEC, PLAN, TASKS, IMPLEMENT, QA, and RELEASE phases using blocking gates and status tracking. It ensures deterministic routing using file-based state and status.json checks.

Adversarial separation enforces Generator and Auditor role isolation within agent pipelines. The orchestrator provides deterministic dispatch of phase workers to maintain separation of duties and ensure auditable execution traces across the workflow.

State-machine workflow cold-starts and cross-phase handoffs are managed through a file-backed state model. The orchestrator-driven handoffs ensure reliable recovery and maintain traceability between durable artifacts stored on disk.

Initialize a goal-QA workstream by creating a goal.md file and a status.json file. Triggering the initial goal phase starts the orchestrator, which then sequences the subsequent pipeline phases with blocking gates.

Yes, the agent orchestration stack satisfies traceability between artifacts by enforcing an auditable execution trace. It maintains durable storage of problem statements and evidence acted upon by specialized workers across phases.

Use a file-based state model for agent workflow orchestration when deterministic routing and durable state storage are required. It ensures reliable cold-start recovery and consistent phase gating without external database dependencies.