blueprint

Multi-agent project plan generation starts with a concise objective and runs through a 5-phase workflow (research, design, draft, review, register) to produce detailed, step-by-step construction plans with dependency edges and rollback strategies.

Coordinating parallel tasks across coding agents requires phase-based design that identifies parallelizable steps and includes self-contained context briefs, ensuring sub-agents execute concurrently without dependency conflicts.

Steps in a multi-agent software engineering plan can be split, inserted, reordered, or abandoned using a plan mutation protocol that maintains complete audit trails for traceability and accountability.

The adversarial review process evaluates every generated multi-agent construction plan for completeness, dependencies, and safety by acting as a gate before final registration, ensuring auditable outputs ready for cold-start execution.

A CI pipeline is not strictly required for multi-agent software project management plans; the system includes workflow considerations for Branch/PR/CI integration but operates in direct mode if CI is unavailable.

Multi-agent plan generation requires Markdown output written to a plans directory and a memory index to track progress across phases, ensuring end-to-end traceability and persistent state for sub-agent coordination.