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Kubernetes GPU Management Just Got a Major Upgrade

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“As a low-level systems engineer, if you do your job right, no one knows you exist — but the minute you do your job wrong, everybody knows you exist.”

That observation from Nvidia Distinguished Engineer Kevin Klues underlines why the Kubernetes open source community has been quietly building foundational features and abstractions that will shape how organizations run AI workloads for the next decade.

At KubeCon + CloudNativeCon North America 2025 in Atlanta, New Stack Founder…

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