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Sentinel-IR: Stop Making Your Agents Read Human Code. Give Them a Fact Layer

This story is from 2026-09-25. It is preserved in the archive; the latest stories are on the live feed.

Live-benchmarked against gpt-6-astra . Raw scorecard and log included. Part 1 — For everyone The problem in one sentence Every coding agent today does the same wasteful thing: to answer a simple question like "does this merge request touch the network?" , it reads the entire source file — hundreds…

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  1. 2026-09-25 05:01 · DEV Community — AI
    Sentinel-IR: Stop Making Your Agents Read Human Code. Give Them a Fact Layer

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