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CNCF directors Bob Killen and Daniel Krook acknowledge that a single human request triggers about 20 agent requests. They highlight emerging projects like llm-d and Agent Substrate to handle sub-200-millisecond response times needed by agents, contrasting this with the one-second spin-up time for new Kubernetes pods.
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