agent-orchestration

Multi-agent workflow orchestration coordinates an end-to-end pipeline from spec intake to production-ready delivery by enforcing artefact-driven progress, explicit decision gates, and disciplined commits across specialized agents.

Phased planning and implementation across multiple agents is managed through a staged pipeline that triages quick wins, creates architecture decision records, absorbs changes, and executes numbered phases with documented decisions.

Artefact-driven workflow improves traceability by ensuring each stage produces artifacts like specs, ADRs, plans, prompts, and tests that are consumed by subsequent stages, reducing drift and ensuring quality across all delivery stages.

Git commits per phase govern multi-agent feature delivery by enforcing test passes, documented decisions, and fix-up workflows at each stage, ensuring traceability and repeatability for multi-domain feature implementations.

A multi-domain agent orchestration pipeline is needed for feature deliveries spanning multiple domains that require phased planning, design decisions, implementation, testing, and code review from raw spec to production-ready code.

Advisory hub orchestration requires a human operator to coordinate a board of specialized agents, meaning it is not fully autonomous and depends on manual oversight to drive features from spec to code through decision gates.