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Invite the class, onboard students, assign challenges, review submissions, and track progress from one place without manually stitching tools together.
For teachers
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Invite-based onboarding keeps roster setup predictable.
Challenge review and progress tracking stay in the same system.
Operational telemetry gives visibility when pilots need support.
Critical ACL flows are already covered by tests from earlier steps.
The primary loop is instrumented from invite sent to challenge approval.
Governance docs define incident and release response instead of improvisation.
Can I run this with one class first?
Yes. The current shape of the product is designed for controlled pilots before wider rollout.
Will I still need spreadsheets?
You may still export data externally, but the core invite, progress, and review loop is inside the product.