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Measuring Before Migrating: A Residency Smoke Test for Local-First Agents and Free Servers

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

An agent that feels instant on a laptop can feel broken the moment its model call crosses a network boundary, and the postmortem usually blames the model. The regression more often comes from three numbers nobody recorded before the move: cold-start latency, payload size leaving the device, and beh…

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  1. 2026-10-27 12:49 · DEV Community — AI
    Measuring Before Migrating: A Residency Smoke Test for Local-First Agents and Free Servers

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