Building an AI tool to reduce study confusion would love feedback from builders.
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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.
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I've worked on eductation tools before and one mistake I made was assuming motivation was the issue. Clarity matters more. If students feel calmer and more confident after using Clugg OS, that's a strong signal you're solving something real.