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
Every capability
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.