academic intelligence 2025-10-27T22:50:22Z

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Rain lashed against my office window as I frantically shuffled through three different color-coded binders, fingers trembling with the dread of another departmental audit. My desk resembled an archaeological dig site - strata of sticky notes marking student absences, coffee-stained spreadsheets cross-referencing faculty schedules, and that cursed red folder where substitute requests went to die. I'd spent Tuesday evening reconciling October's attendance reports only to discover Wednesday morning

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