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Proposes a three-layer engineering architecture for long-running Agent tasks: Spec (task definition), ReAct (execution loop), Ralph (external completion judgment), emphasizing structured reliable operation.
Shared a diagram from a Claude engineer, pointing out the three most common problems with long-horizon task agents: failing to maintain state, inaccurately estimating workload, and poorly evaluating their own outputs, and discussed a minimal engineering closed loop.