Flat peer-to-peer agent swarms enter infinite conversational loops and waste capital. CommerceOS enforces a strict Directed Acyclic Graph (DAG) supervisory hierarchy with bounded recursion and human-in-the-loop safety.
No circular agent dependencies. Agents only delegate downward and report upward. A leaf worker cannot countermand a director or execute out-of-order mutations.
Hardcoded maximum recursion depth of 5 steps per goal. If an agent encounters ambiguous tool feedback, the loop terminates and generates a human clarification ticket.
Customer shipping addresses, credit card hashes, and private Shopify API tokens are token-masked before any external LLM inference payload is transmitted.
Actions involving capital allocation above $250, catalog price alterations exceeding 15%, or supplier draft orders require explicit 1-click executive approval.
No black boxes. CommerceOS captures the triggering signal, prompt parameters, intermediate thoughts, and resulting API mutation in an append-only audit trail.