Dual-Sided Architecture (Tutor Studio vs. Learner Journey)
Engineered around two interconnected workflows: the Tutor/Manager drafts interactive tracks (Serpentine or Tower), tunes gameplay mechanics (hearts, timers, streak multipliers), and curates challenges; while the Collaborator experiences a frictionless, gamified mobile-first journey where every node unlocks XP, instant feedback, and mastery.
