Development process figure

Process stages

A cyclic diagram of the human-directs-agents development loop. A human architect frames product goals, defines constraints, interprets failures, and designs controls. An orchestrator dispatches role-typed agents inside a governed engineering environment: Sonnet agents implement, repair, and run lints; an Opus agent reviews. The environment is held by three governance families — agent governance (brief-linting, docs hierarchy, dynamic context injection, an event bus, sentinel checks, role-typed dispatch), the models/MBSE bridge, and product governance (semantic lints, fidelity checks, property and fuzz tests). Failures are interpreted and fed back to refine the controls, closing the loop.