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Nine Probes I Run Before a Model-Backed Batch Job Leaves My Laptop

A batch job that calls a model looks finished long before it is portable. It runs on the machine where it was written, against paths that happen to exist, with secrets that happen to be exported. Move it one host away and the same code reports success while writing nothing useful. This is the check…

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  1. 2026-11-06 08:43 · DEV Community — AI
    Nine Probes I Run Before a Model-Backed Batch Job Leaves My Laptop

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