Launching today

Paradigm
Turn any goal into a personalized, adaptive learning path.
484 followers
Turn any goal into a personalized, adaptive learning path.
484 followers
Paradigm reimagines education around the individual, taking any learning goal and turning it into a step-by-step path that evolves with your progress, helping you move steadily from curiosity to mastery without getting lost.






Paradigm
It's 11pm the night before your final, and your tutor texts you: it noticed your professor allows a cheat sheet, and it can build one around exactly the topics you're weakest on. Want it?
Hey Product Hunt 👋 I'm Scott, founder of Paradigm. That text is Clover, and moments like it are the whole product.
Another one: you say you want to ship your first app. Paradigm spins up a real cloud machine — terminal, Claude Code, the works — and walks you through it keystroke by keystroke until something is live.
Not courseware with a chatbot stapled on — one tutor that builds whatever the moment calls for (a spoken conversation, a coding sandbox, a full desktop) and remembers everything you've ever done with it. On the canvas, in your texts, the night before the exam.
Every interaction is graded as it happens, so what you walk away with is proof of skill, not a transcript. Anyone can build a course here; ours currently run from "Speed-run ICS 31" (UCI's intro programming, crammed) to "Let's count to 10!" (pre-K).
I started building this as a college freshman in 2023 — some of you might know me from OpenClaw or ShellBench. Almost everything that actually mattered in my education happened outside a syllabus. So I'm building the university I wish existed.
(One team fact I can't not share: the engineer behind our agent pipeline is also one of China's most-streamed underground rappers — 100M+ streams. The album and the agent pipeline shipped the same year.)
I'll be here all day, reading every comment.
👉 My ask: bring the weirdest thing you've ever wanted to learn — your grandmother's recipes, a 40-page anatomy atlas, a niche cert — and tell me where the path it builds breaks.
@scoootscooob very good product
Paradigm
Juggling separate apps for notes, practice, and tutoring is exhausting. Does Paradigm bring these together?
Paradigm
@hkristinabeoigp Yes — that's exactly the point of Paradigm. Notes, practice, and tutoring all live in one place, and they actually talk to each other.
Your notes feed the tutor, the tutor knows what you've practiced, and your practice adapts to where you're struggling — so you're not copy-pasting context between three apps that don't know each other. One workspace, everything connected. 🎉
Upvoted.. congrats @scoootscooob the keystroke guide to shipping your first app sounds perfect for beginners. qq does the AI check the code syntax in real time or wait for you to run it?
Paradigm
HeyForm
Congrats on the launch, Scott!
I love your product idea, will there be integrations with tools like Notion or Google Calendar for study planning?
Paradigm
@itsluo Thank you so much Leo! And yes, we already support both, along with a bunch of other tools.
One of my favorite workflows is letting Paradigm build a learning plan, schedule it on my Google Calendar, and keep everything organized in Notion.
My biggest problem with self-study is not knowing what to learn next. Does Paradigm solve that?
Paradigm
@elabinboaqxmg Yes — that's exactly what it's built for. Instead of you having to figure out the roadmap, Paradigm decides what to learn next for you: it tracks where you're strong and where you're struggling, then picks the next step — reinforce a weak spot, move on, or level up. You just show up and learn; it handles the "what next." 🙌
Voquill
This is cool! Congrats on the launch!
How is "proof of skill" actually measured beyond completing lessons?
Paradigm
@henry_habib Thanks a ton — means a lot! 😄
On "proof of skill": finishing a lesson is just the starting point. The tutor keeps quizzing and re-checking whether a concept has actually landed — again and again, adapting each time — instead of assuming you've got it after one pass.
Paradigm
@henry_habib And for coding it goes deeper: we put you in hands-on environments (think a real virtual machine) and real-world projects where you actually write and run the code yourself. So the proof is in what you can build and solve — not what you've clicked through.
Can I chat with the tutor over text/iMessage, or only inside the app?
Paradigm
@naciyenk4c Yes! You're not stuck inside the app — you can text the tutor over iMessage and it'll respond right there, just like messaging a friend. You can send it photos, PDFs, links, ask questions, and it keeps up with your progress the same way it does in-app. Great for quick check-ins or studying on the go. Here's a real example 👇