Paradigm

congrats Scott bb

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!)

wondering, does it help with learning language?

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?

Signed up and using my credits to learn some networking skills! Thanks!

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.

Congrats on the launch. The adaptive path idea is strong, especially the way the tutor can react to a specific goal or learning context instead of just serving static courseware. I am curious how much control learners have over pacing: can someone choose a structured syllabus-like path, or is the experience mostly generated dynamically as they progress?

Congrats on the launch, #1 spot is well earned. I spent a good 15 minutes poking around the site before commenting.The interactive widget on the landing page is a really smart touch. I typed "learn technical SEO for Next.js sites" and it started sketching out a path, which genuinely got me curious.One honest piece of feedback from that session: every CTA on the site (Open in Paradigm, Start learning, even Name your price) lands on the exact same generic signup screen, and it never mentions the goal I just typed. All the momentum the widget builds dies right at the highest friction step. A single line like "sign up and we'll finish your technical SEO path" would carry that motivation through. Also the typed goal only lives in sessionStorage, so anyone who opens their email verification link in a new tab will feel like their goal got lost.Tiny one: the 404 page's Return to Catalog button points to /home/catalog, which logged out visitors can't open.The name your price tuition idea is fun, curious how tough Clover is as a negotiator. Upvoted!

This feels like having a patient 1:1 tutor that actually adjusts to your pace.

The coding sandbox built directly into the lessons is a really smart touch.

I like that it covers academic exams and professional skills in the same place.

An AI tutor that meets you across text, app, and chat feels way more natural than opening yet another dashboard.

Congrats on the launch! Are you guys diagnosing weakness passively from what I'm working on or users basically sit an assessment first?

most learning tools are just a fixed playlist with a progress bar. building the path around your actual goal is the part that makes this worth trying

Can I import my own study materials or textbooks into a learning path?

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.