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Fifty API keys, one queue, ten GPU workers: the parts of a shared LLM that are not the model

This story is from 2026-10-21. It is preserved in the archive; the latest stories are on the live feed.

If you are the engineer asked to put one self-hosted model behind a whole company, the model choice is the short meeting. The long tickets are about keys, queues, alerts and the invoice. We recorded a demo of a private ChatGPT shared by fifty teams with exactly that setup: fifty keys, one endpoint…

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  1. 2026-10-21 05:40 · DEV Community — AI
    Fifty API keys, one queue, ten GPU workers: the parts of a shared LLM that are not the model

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