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AI Agents Are Just Distributed Systems Now — Salman Munaf, TikTok

Salman Munaf from TikTok argues that AI agents are no longer a model problem but a distributed systems problem.

When an agent calls external services—such as requesting a refund—it encounters all classic distributed systems pitfalls: timeouts often mean "unknown status," not failure, which can lead to the same operation running twice if not handled carefully. Munaf emphasizes that because agents make decisions probabilistically rather than following predetermined rules, control must lie in the environment: idempotency keys to prevent duplicates, circuit breakers to shut down failed services, and limited permissions so the agent cannot cause too much damage.

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