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Know what you
actually know.

An AI tutor that tests what stuck, finds the gaps, and builds from there. Five minutes at a time.

Personal Finance Investing, taxes, retirement
SQL & Databases Queries, joins, optimization
System Design Interview prep
Statistics Data roles, grad school, research
How the Economy Works Inflation, the Fed, trade
AWS Certification SAA-C03, DVA-C02, SysOps

This isn't a chat.

With AI chatbots, you're in charge — you decide what to ask, when to push deeper, when to move on. Most people aren't good at that. And nothing stops the conversation from going in circles.

Your AI tutor runs the session. Short, focused exchanges — one idea at a time, tested before moving on. It knows what to teach next, when to circle back, and when you've actually understood something versus when you just think you have.

You just show up.

Five minutes that actually count.

The tutor runs the session. It starts by testing what you remember from last time. Then it picks the next thing you need, asks a question, and listens to your answer — not just whether it's right, but whether you actually understand why.

Every session builds on the last. What's solid stays solid. What's shaky comes back around.


See it in action

What a session looks like.

The tutor asks, listens, and adapts. Here's a quick example.

Gradual Learning

Your progress isn't a streak.

It's a map. Personal finance. SQL joins. How the economy works. What's solid, what needs review, what's coming back around.

A real picture of what you've actually understood — growing every time you open the app.


Not a replacement. A different tool.

Flashcards (Anki) test recall, but they can't tell you why you're wrong or adapt when you're stuck. They drill what you already tagged, not what you're missing.

Question banks (UWorld) explain after the fact, but they don't change course based on your answers. You get the same sequence whether you're struggling or cruising.

Textbooks and videos are references, not teachers. They cover everything equally, whether you need it or not.

This tutor asks, listens, and adapts in real time. It finds what you think you know but don't, and stays there until it's actually solid.


How does the tutor find gaps?

It starts each session with targeted questions across the topic. Your answers reveal what's solid and what's shaky. Then it drills into the weak spots — not by re-explaining, but by asking harder questions from different angles until you can answer without prompting.

How long is a session?

About five minutes. Each session picks up where the last one left off. Short and frequent beats long and rare.

What topics can I study?

Anything. Type a topic or pick from suggestions. The tutor adapts to any subject — from personal finance to certification exams to history.

Is it free?

You get free sessions to start. After that, a subscription unlocks unlimited sessions.

How is this different from ChatGPT?

With a chatbot, you drive the conversation — most people don't know the right questions to ask. This tutor runs the session: it decides what to test, when to push deeper, and when to move on. It also remembers everything across sessions, so you never start from zero.

Can I use this alongside courses and YouTube?

Yes — they complement each other. Use courses and videos to learn concepts, and this tutor to find out which ones actually stuck. It fills the gap between watching a lecture and truly understanding it.