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CitePulse: Auditing the Answer Layer

This story is from 2026-09-24. It is preserved in the archive; the latest stories are on the live feed.

CitePulse: Auditing the Answer Layer CitePulse is a local-first, open-source AEO audit instrument (MIT): it runs on your own machine against a free local model ( llama3.1:8b via Ollama) and assesses a site's AI answer readiness against five derived principles — a machine must be able to read the si…

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  1. 2026-09-24 12:37 · DEV Community — AI
    CitePulse: Auditing the Answer Layer

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