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I Turned Idle Office GPUs Into a Decentralized AI Cluster With Two Scripts

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Like many others, when implementing AI systems and local LLMs in a corporate environment, I encountered the issue that GPU costing $2,000 are used at only 5% load, while the company pays for cloud inference. Many organizations already have several workstations equipped with GPUs that remain idle mo…

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  1. 2026-08-25 22:24 · DEV Community — AI
    I Turned Idle Office GPUs Into a Decentralized AI Cluster With Two Scripts

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