Why One AI Agent Isn’t Enough (And How to Run 1，000) - CJ Avilla & Harrison Stall， Anthropic
Anthropic engineers demonstrate Claude Managed Agents Flows and explain how isolated work phases, independent verification, budgets and credential controls support larger agent workloads.