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Speaker identity is a contract, not a label — what shipping document tools taught me

I used to treat “who said this” as a display problem. Put my name at the top of an API response, add a header, done. Then agents started piping my converted Markdown straight into retrieval indexes, and the failure showed up downstream: a clean excerpt looked identical to a hallucinated one because…

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  1. 2026-11-10 20:00 · DEV Community — AI
    Speaker identity is a contract, not a label — what shipping document tools taught me

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