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When Agent Workflows Run for Hours: Designing for Failure, Recovery, and Inspection

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

A five-minute agent demo can assume that the process stays alive, the network cooperates, and every tool returns a clear result. A five-hour workflow cannot. Long-running agents wait on external APIs, process large files, call models repeatedly, trigger side effects, and sometimes pause for a human…

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  1. 2026-08-26 14:59 · DEV Community — AI
    When Agent Workflows Run for Hours: Designing for Failure, Recovery, and Inspection

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