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Educators spend excessive time creating assessments manually. Existing tools either require complex setups, force students to create accounts, or lack AI capabilities for quick content transformation. Core Inspiration The app addresses two friction points: For educators: Transform any content (text, PDFs) into assessments instantly and see instant scores and performance of each individual who took the tests. For students: Zero-signup access via share codes—just enter a code and take the test. Started with core quiz CRUD Added scheduling, time limits, and attempt limits for classroom flexibility Built analytics dashboard for tracking performance trends Implemented PDF export for offline review and record-keeping Refined the test-taking flow to be completely friction-free (no auth required for students) Added question randomization and partial question selection for test integrity