Why One AI Agent Isn’t Enough (And How to Run 1,000) - CJ Avilla & Harrison Stall, Anthropic
AI Engineer — Oct 16, 2026 — talk
Why watch
Anthropic engineers demonstrate how to orchestrate up to 1,000 Claude agents using Flows in Claude Managed Agents. The workshop covers dynamic multi-agent workflows through demos including a stock watchlist scanner, Bug Hunter for PR reviews, and Explainer Studio for video generation. They explain why single agents fail and show production-ready patterns for safely running agents at scale with budgets, credential vaults, and network lockdown.