I built a "Socratic" AI to stop my daughter from copy-pasting homework
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Hey HN,I’m a dev and a dad to a 10-year-old. I built this because I caught my daughter using ChatGPT to do her history homework. She wasn't learning; she was just acting as a "middleware" between the AI and the paper.The Backstory: I realized the problem isn't the AI—it's the zero-friction answers. Most "AI for kids" apps are just "parrots"—they mimic intelligence by repeating patterns.What’s Different: Qurio is a "Bicycle" for the mind. It treats the child like a future "Architect" rather than a "Junior Executor." Technically, it wraps an LLM in a strict "Socratic Loop." It detects intent to "cheat," refuses the direct answer, and generates a leading question based on the user's current logic level. It forces "Healthy Friction" back into the learning process.The stack: Next.js 14, Supabase (Auth/DB), Vercel AI SDK.Mods: I've added the backstory and differentiator as requested. Ready for the re-up! Thank you.
HN · launched Feb 16, 2026 · 35 upvotes (top 24%) · 0 views
Niche: ai tutoring and learning platforms · 328 launches, 27 in the last 7 days ▼ -13% · Explore this niche →
Category and tags
- Education
- Agent / copilot
- B2C
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 328 launches in ai tutoring and learning platforms →
Could you build this?
Yes The product is an educational chat wrapper built around standard LLM APIs using prompt engineering to enforce Socratic dialogue, along with basic session storage and parental controls.
Discussion
20 comments analyzed.
Competitors mentioned: Meta Thinking systems, Traditional tutoring approaches
Concerns raised: Privacy risks with collecting mobile numbers and real names from children, Chat logs stored with unclear encryption standards, Terms of use penalize children for misrepresenting identity while product encourages breaking interface rails, High friction onboarding (60% signup-to-profile completion drop-off), Product gives direct answers when pushed repeatedly, defeating Socratic method
Feature requests: RSS feed or newsletter for product updates, Remove mobile number requirement from signup, Strengthen answer-revealing logic to prevent short-circuiting, Add LLM assessment of user engagement and frustration levels, Integrate Google Auth for seamless login
Competitors
Other products that read as similar to this one : 223 launches clear the similarity bar, closest 8 shown.
Attention rank: #58 of 224 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 110 days after the earliest competitor.
- Lathoa, a math app for kids where the AI is wrong on purpose · hn · 2026-09-30 · 52 upvotes · similarity 0.54
- Philosophy for Kids · hn · 2026-06-14 · 15 upvotes · similarity 0.47
- Homework Turtle · ph · 2026-09-16 · 1 upvotes · similarity 0.46
- StudyBro.AI– Homework Solver · ph · 2026-10-19 · 1 upvotes · similarity 0.46
- Socrates AI · ph · 2026-09-27 · 1 upvotes · similarity 0.46
- An interactive AI tutorial I wrote for my 11-year-old · hn · 2026-05-05 · 5 upvotes · similarity 0.45
- Askarf · ph · 2026-09-15 · 2 upvotes · similarity 0.44
- Chestnut · hn · 2026-04-23 · 7 upvotes · similarity 0.44
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