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Local-First Inference: When Your Laptop Beats a Cloud API

This story is from 2026-08-29. It is preserved in the archive; the latest stories are on the live feed.

Every AI app starts the same way: a local prototype that feels like magic. Then deployment arrives. Magic turns into negotiation. Cloud APIs are convenient, but they add latency, cost, and secret exposure. A local-first gateway fixes this. The laptop handles routine calls. The cloud handles overflo…

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  1. 2026-08-29 10:45 · DEV Community — AI
    Local-First Inference: When Your Laptop Beats a Cloud API

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