Big update: new authenticated layout + dashboard subject management, plus upgraded chat with attachments (PDF/library/classroom), subject-mismatch detection, and dedicated Sparkmentis/Classroom chat flows. Users get a smoother signed-in experience and more reliable, context-aware tutoring chats (with streaming, exports, and better session handling). 🚀