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Why Serverless GPUs Win for AI Apps (And Why Idle Pods Quietly Eat You Alive)

Why Serverless GPUs Win for AI Apps (And Why Idle Pods Quietly Eat Your Profits) Here is an uncomfortable truth about running AI products: the model is rarely what kills your margin. The quiet killer is a GPU that stays on while nobody is generating anything. You ship a demo. You leave a pod runnin…

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  1. 2026-11-05 20:24 · DEV Community — AI
    Why Serverless GPUs Win for AI Apps (And Why Idle Pods Quietly Eat You Alive)

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