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.
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.
This is what Duolingo should've been for everything. Set a goal, get a path that changes with you. Not a fixed course, but something that evolves. The execution is still on me, but at least I'm not wasting time figuring out the route. Free tier is generous. Worth a shot if you're tired of bouncing between YouTube and random blogs.
Congrats on the launch! The "adapts to what you know" part is the bit I'm most curious about — how does Paradigm actually figure out my current level? Is it inferred from an initial quiz, or does it re-plan the course structure on the fly as I answer things wrong? I ask because I've tried turning my own messy PDFs into study material with generic AI chats, and the hard part was never generating content — it was knowing what to skip. If you've cracked that, this is genuinely useful. Also curious how Clover decides when to nudge vs. stay quiet.
Loved the website's beautiful design. Just registered and will try it out soon. I have graduated from school long ago but still loves to learn things in my spare time, so what you are building got me excited -- i hope it can help me learn more and faster. Congrats on the launch!
For a learning goal that requires practice rather than just knowledge acquisition, like coding, music, or a physical skill, does Paradigm incorporate practice exercises into the path or is it primarily a content sequencing and resource recommendation tool? The gap between knowing what to learn next and actually having something to practice with is usually where adaptive learning platforms lose people.
Paradigm seems capable of giving learners exactly the help they need, but where do you draw the line between tutoring and doing too much for the student? how does Paradigm know when to step back so users build real problem solving skill instead of becoming dependent on the AI???
are you planing to have interactive audio learning experience like NotebookML ??
I like that it creates the learning path instead of making me search for one. Do people mostly use it for technical topics, or are there lots of non technical use cases too?
the hard part with adaptive learning paths is usually not generating the initial plan, it's handling when someone falls behind or already knows a chunk of what it assigned them. does the path actually reshuffle based on how you perform on each step, or is it more of a one-time breakdown of the goal into a checklist
Congratulations on the launch! I love the video :) the calm music is surprisingly inviting to come learn something!
This genuinely looks like an exceptional product. I chose a reasonably technical (and probably not hugely mainstream) subject and it created a well structured course for me, with a blend of knowledge and practical walk throughs. As ever with Product Hunt, I am working through today's launches... but this is firmly getting an upvote and I will be coming back. I normally have a comment or query, but everything makes sense so far (I even found how to change the voice, which was my only irritation!)
How do you plan to handle varying learning styles and abilities within the adaptive paths, and what data do you use to inform the evolution of the learning journey?
This idea is simply brilliant. Having goals is not the hard part. It's creating a path and then adapting the path when life happens.
I liked your product. will it automate the study pln based on my pogress? How it handles user's doubts?
First of all, congratulations on the launch! 🎉 I really like the idea behind Paradigm, and the UI looks clean and intuitive.
I had one question: when generating practice questions, does the AI analyze previous years' question papers and exam patterns, or does it generate questions based only on the syllabus and its general knowledge? I'm curious about how closely it aligns with real exam trends.
Great work, and wishing you all the best with Paradigm!
Taking your "tell me where the path breaks" ask seriously: I hand-built exactly this for myself this month — a 12-week path where every week has to produce a real artifact for my actual job, with an LLM mentor that quizzes me against those outcomes — because topic-sequenced courses never stuck. Graded interactions cover what happens inside Paradigm; my paths always broke at the boundary, where the proof lives outside the platform (a dashboard shipped at work, not a quiz). Can the tutor take messy external artifacts as evidence and adapt the path around them, or does grading stop at its own sandbox?
I taught myself Flutter and SEO from random YouTube videos and half my time went to figuring out what to learn next instead of actually learning. An adaptive path would have fixed exactly that. What happens when I already know part of a topic, does it test me and skip ahead or does everyone start from zero?
About Paradigm on Product Hunt
“Turn any goal into a personalized, adaptive learning path.”
Paradigm launched on Product Hunt on July 16th, 2026 and earned 582 upvotes and 125 comments, earning #1 Product of the Day. 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 was featured in User Experience (366.8k followers), Education (78.8k followers), Career (2.1k followers) and Vercel Day (26 followers) on Product Hunt. Together, these topics include over 70.4k products, making this a competitive space to launch in.
Who hunted Paradigm?
Paradigm was hunted by Justin Jincaid. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Paradigm stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Justin Jincaid
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.