Unverified50% confidenceFactExact time
The retry and checkpoint mechanisms of traditional distributed systems are built on the assumption that the same input produces the same output, whereas each step of an agent's reasoning may branch differently due to sampling temperature, context window changes, or differences in what external tools return.
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10/12/2026
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