2025-07-30 · Aya Rahman
Exam sprint weeks and production ethics
Timed drills can reward muscle memory that skips verification steps. After each sprint block, we require a two-minute debrief labeling which shortcuts were exam-only.
That framing protects new certificate holders from importing bad habits into real clusters.
We also remind cohorts that exams measure a subset of skills; humility about unknowns is part of the job.
Tags: certification, ethics
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