Agent Loop Review: Repeats, Caps, Self-Grading — Reviews the description, configuration or code of an agent loop, anything that repeats on its own: a scheduled job that calls a model, an agent that retries until it is done, a batch of actions, a self-improving prompt loop. It finds where the loop runs away or repeats a side effect (no ceiling on iterations, the same scheduled tick delivered twice, a progress marker written after the effect, nothing kept between iterations, a batch that goes on …

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