Notes from building a governed, multi-agent software delivery platform: orchestration, handoffs, review, and the memory that makes AI safe to live with.
Most agentic systems collapse on long, business-critical work, and we blame the model. The real fix is delivery structure: artifact handoffs, writer-reviewer pairs, a deterministic orchestrator instead of an LLM holding the whole run, and a memory that compounds over time.