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My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.

Written with AI agents working in my name; all numbers are counts from sealed runs, and the plan below was public before any new feedback was generated. Code Apache-2.0, text CC BY 4.0. My last audit asked whether telling a small model "the student who wrote this essay is an English language learne…

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  1. 2026-10-31 19:54 · DEV Community — AI
    My token limit hid a third of my data. Re-running 20 old pairs showed what was in it.

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