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Rubric Graders Need Canaries: Testing the Test That Grades C++ Patches

This story is from 2026-10-16. It is preserved in the archive; the latest stories are on the live feed.

Rubric Graders Need Canaries: Testing the Test That Grades C++ Patches A pipeline starts scoring C++ patches with a model-backed rubric. Diffs that change printed precision, drop a noexcept guarantee, or leak a file descriptor now receive a 1-10 score before a human opens them. For a few weeks the…

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  1. 2026-10-16 05:00 · DEV Community — AI
    Rubric Graders Need Canaries: Testing the Test That Grades C++ Patches

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