work-methodology

Multi-agent engineering workflows are coordinated using SQLite-backed task DAGs and leases to enforce strict task boundaries, manage lifecycle states, and prevent context overload. This ensures agents maintain grounding without scope creep.

Evidence-based execution prevents hallucinated progress by enforcing a strict requirement for real execution evidence before declaring tasks complete. This mechanism ensures that workflow automation only advances upon verifiable proof of prior task completion.

Yes, this orchestration approach is explicitly designed for high-risk system modifications requiring safety-gated dispatch. It uses deterministic execution planning and host-attested capability routing to ensure safe task execution.

The ultra fast lane is a deterministic, model-free compiler for inert dispatch descriptors. It ensures safe and efficient task routing based on host capability attestations, satisfying local-first MCP tool integration requirements.

To initialize a new engineering task, read the orchestration runtime references and register your first work package. This process sets up the durable state management required for complex cross-module implementation.

The system uses SQLite-backed task DAGs to manage multi-agent workflows and lifecycle states. This local-first dependency provides durable state management to coordinate complex multi-file engineering tasks effectively.