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One engine, three surfaces

The same judging, mentoring and evidence machinery runs under a lab assignment, a global challenge and a placement record. What changes is who is asking and what they need back.

Lab Assignments

The weekly surface. Your manual, your rubric, your cohort.

Runs all semester

What you get

  • Weighted checks, with pass and fail written down
  • Students see the bar before they start
  • Submission fields you define yourself
  • Deadlines on a scheduler, reminders included
  • Your manual and SDK docs indexed into a graph
  • One command installs it as a Skill
  • A mentor grounded in your sources, not the open web
  • Works in Cursor, Claude Code, Codex and the browser
  • AI judging with verdicts cited to the line
  • Every claim verified against the repository
  • Overclaiming capped by rule, not by opinion
  • A scorecard per student, per criterion
  • Cohort workbook export, yours to keep
  • Submissions from the student's own repo, private included
  • Students without accounts can still be enrolled
  • Role-scoped access for faculty, HoD and coordinators

Global Challenges

Builder challenges, hackathons and buildathons set by outside companies, judged against builders everywhere.

Year-round calendar

What you get

  • Weighted checks, with pass and fail written down
  • Students see the bar before they start
  • Submission fields you define yourself
  • Deadlines on a scheduler, reminders included
  • Problems set by outside sponsors
  • Your manual and SDK docs indexed into a graph
  • One command installs it as a Skill
  • A mentor grounded in your sources, not the open web
  • Works in Cursor, Claude Code, Codex and the browser
  • AI judging with verdicts cited to the line
  • Every claim verified against the repository
  • Overclaiming capped by rule, not by opinion
  • A scorecard per student, per criterion
  • Cohort workbook export, yours to keep
  • Submissions from the student's own repo, private included
  • Students without accounts can still be enrolled
  • Role-scoped access for faculty, HoD and coordinators
  • Certificates backed by the judged work
  • A builder score that moves with results
  • Shortlists shared across staff

Placement Readiness

The record that outlives the semester, ranked and checkable.

Across four years

What you get

  • Cohort workbook export, yours to keep
  • Role-scoped access for faculty, HoD and coordinators
  • Certificates backed by the judged work
  • A builder score that moves with results
  • Shortlists shared across staff

Everything listed above runs today. Where a department needs something that does not appear here, it is worth asking rather than assuming, and we will say plainly whether it exists.