Knowledge Maxxing
294 study concepts across 4 paths

Max out your knowledge, one spin at a time

Pick a learning path and a difficulty, spin the wheel, and get a substantial concept to study for the next hour or two - what to learn, keywords to search, and a challenge to try. No lectures, just a clear next step - synced to your account across every device.

A preview wheel - spin the real one to get your concept of the day.

Your progress is saved to your Knowledge Maxxing account and available across your devices. We store your account details and learning activity so your progress can sync - we do not sell your learning history.

Four ways to max out

Choose one path, several, or all of them - the wheel adapts to whatever you select.

AI Maxxing

AI Maxxing

How modern AI systems actually work, from prompting to production architecture.

54 topics

ML Maxxing

ML Maxxing

Core machine learning: models, evaluation, and the systems that ship them.

70 topics

Dev Maxxing

Dev Maxxing

Web, backend, and infrastructure fundamentals through production reliability.

96 topics

Responsible Tech Maxxing

Responsible Tech Maxxing

Ethics, governance, privacy, and the real-world impact of the systems you build.

74 topics

How it works

1. Choose your path

Pick one category or several, and any difficulty - nothing is locked.

2. Spin the wheel

Get a concept sized for one to two focused hours, with objectives, keywords, and a practical challenge.

3. Study, then mark it done

Complete the challenge, mark the topic complete, and build a streak - synced to your account.

Frequently asked questions

Do I need an account?

Yes. An account is what lets the wheel track which topics you've completed, keep your streak, and follow you to another device.

Where is my progress stored?

In your Knowledge Maxxing account, synced through Supabase. Sign in on any device and your completed topics, streaks, and history are right there.

Do I have to start on Easy?

No. Easy is a suggestion, never a requirement. You can pick Hard on your very first spin.

What happens when I complete every topic in a category?

The wheel will tell you there's nothing left to spin for your current filters, and you can optionally include completed topics again if you want a refresher.