Multi-Agent Systems Are Distributed Systems

Agent swarms fail not from bad prompts but from distributed computing bugs like duplicate refunds. A team's two agents both called issue_refund on the same ticket, charging the customer twice. The fix is idempotency keys: derive a key from the logical intent, not the attempt, so retries replay without re-executing.