Enterprise Multi-Agent Systems

> A 5-step multi-agent run costs $1.25. One network timeout causes the orchestrator to retry a single $0.30 step — with no idempotency check, the ledger silently reports $1.55, a 24% overcharge that produces no error, no warning, and no visible symptom anywhere in the system.