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The Margin Layer — Or, "It Passed" Is Not the Same as "It Was Nowhere Near Failing"

A nightly job finishes in 41 minutes against a 90-minute window. That is a pass. Two years later the same job finishes in 88 minutes against the same window. That is also a pass, reported the same way, on the same green tile, by the same dashboard. The job did not get worse, exactly. It grew: more…

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  1. 2026-11-09 01:02 · DEV Community — AI
    The Margin Layer — Or, "It Passed" Is Not the Same as "It Was Nowhere Near Failing"

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