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Bridging the Gap: Applying Infrastructure Discipline to Probabilistic AI Systems

When transitioning from building high-scale platform infrastructure to engineering production AI environments, a fundamental architectural shift becomes clear. Having spent years designing resilient environments at hyperscale - managing more than 60,000 servers and supporting over 100 million users…

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  1. 2026-11-01 04:09 · DEV Community — AI
    Bridging the Gap: Applying Infrastructure Discipline to Probabilistic AI Systems

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