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Education⚡ 0 vibe
@Amina Yusuf
TutorLoop
Adaptive practice with teachers in the feedback loop
Project walkthrough
Scroll through the full build, demos, and screenshots.
About
TutorLoop creates targeted practice from lesson goals while giving teachers control over hints, pacing, and intervention.
Problem
Generic AI tutors adapt without giving teachers enough visibility or control.
Solution
A teacher-authored mastery map constrains tutoring and surfaces evidence for every adaptation.
Tech Stack
ReactNode.jsPostgreSQLOpenAI