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This post discusses common challenges with unattended AI agents, such as looping, overspending, and incorrect task completion, and asks how practitioners handle issues like verification, stall detection, and hard limits in production.
A prototype extension for llama-server enabling custom sampling logic, with an example loop detector, without maintaining a separate fork.