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Authenticated Web App Chatbot API: Candidate Scoring with Bounded Telemetry

This story is from 2026-09-21. It is preserved in the archive; the latest stories are on the live feed.

TL;DR: For an authenticated property-management chatbot that scores job candidates, the simplest useful backend API is a thin server-owned streaming boundary, not a browser-to-model connection or a thick SDK wrapper. Authenticate before opening the stream, validate one versioned rubric, emit a smal…

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  1. 2026-09-21 22:23 · DEV Community — AI
    Authenticated Web App Chatbot API: Candidate Scoring with Bounded Telemetry

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