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How we handle “the phone already knows this” — context propagation in an on-device AI agent

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

One of the most common reactions we get from StareBrain beta users is some version of: “why do I still have to tell it things it should already know?” It’s a fair question. The phone has the calendar. It has the contacts. It has the location history, the saved addresses, the flight confirmation in…

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  1. 2026-10-19 03:59 · DEV Community — AI
    How we handle “the phone already knows this” — context propagation in an on-device AI agent

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