Conceptual
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Distinguishing a Transient Task Failure from a Deterministic One

Retry-with-backoff is the mechanism; this is the judgement that decides when to invoke it, and it cannot be folded in without losing the diagnostic content. It bears directly on the outcome's cost clause, since blind retries multiply the price of every genuinely broken task.