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How we run cohorts

  1. Intake & calibration — short writing sample and tooling audit so mentors match feedback density to your baseline.
  2. Weekly releases — readings drop on Mondays (SAST); labs due mid-week; live sessions on Thursdays for diagnostics that need screenshares.
  3. Peer review windows — structured swaps using rubrics, not open-ended forums.
  4. Mentor markup — one document per learner per half-cohort with inline comments — not aggregate letter grades.
  5. Closure packet — replication checklist, limitation paragraph template, and optional alumni field-notes subscription.

Before/after contrast: instead of ad-hoc forum posts, teams ship a single reviewed brief tied to their institutional audience — fewer threads, more defensible PDFs.