I m currently working on Clugg OS, an early-stage AI-powered study tool for students (grades 6 12). The core problem I m trying to solve is something I see repeatedly: Students often spend hours studying but still feel: unsure if they re studying the right things anxious before exams overwhelmed by unstructured notes and syllabi Instead of focusing on more content, I m experimenting with: turning existing notes into revision-focused quizzes helping students create clear, realistic study plans keeping the experience simple and non-intimidating This is still very early, and I m intentionally keeping the scope narrow while learning from real usage. I d really value community input on: If you ve built for students or education what mistakes should I avoid early? How do you balance AI automation with user trust? What signals helped you know you were solving a real problem? Not here to sell genuinely here to learn and improve what I m building. Thanks for reading, and happy to answer questions.

Hi everyone I m Bhumika, based in India. I m currently building in the student learning and productivity space, focused on grades 6 12. My interest in this space came from closely observing how students struggle not because they don t want to study but because they don t have clarity: What to study first How to revise effectively How to stay consistent without burnout I m learning a lot about: building early-stage products talking to users before scaling balancing speed vs. quality as a solo founder I joined Product Hunt to learn from people who ve built, shipped, failed, and iterated and to understand how others approach community-driven product building. I d love to hear from you: What s one lesson you wish you knew when you were starting out? How do you validate ideas early without overbuilding? Looking forward to learning from this community