Node Learn

Early access · MVP · iOS, Android and web

Learning is a relationship, not a catalogue.

Node Learn pairs you with a teacher around one real goal — then keeps the tasks, the work you submit and the feedback you get in a single shared space you both can see.

Free during early access. No payment details required.

What the product is built around

LEARNING RELATIONGoalTasksEvidenceFeedbackChangerevise

Everything — matching, goals, tasks, messages, feedback and proof — hangs off one durablelearning relation instead of a pile of disconnected sessions.

The problem

Most learning products optimise for the wrong thing.

Catalogues sell access. Feeds sell attention. Neither one can tell you whether your understanding actually changed — or give you anything to show for it afterwards.

Access is not learning

Buying a course records a transaction, not a capability. The hard part — someone who knows the subject reacting to your specific work — is exactly what a catalogue cannot sell you.

Hours are not progress

Watch time, check-in streaks and completion bars measure compliance. They say nothing about whether you can explain the idea or apply it somewhere new.

Certificates are not evidence

A badge asserts a claim with nothing behind it. The work you produced, and the feedback that shaped it, is the part worth keeping.

How we're different

Four commitments that shape every screen.

These are not marketing lines — they are constraints we design against. The full set of ten is on the philosophy page.

Learning is structural change

No hours-watched metrics

We measure how your understanding is built, not how long you sat still.

Progress means clearer structure, better explanations, steadier reasoning and transfer to new problems — not watch time, check-ins or play counts.

Capability through evidence

No certificate theatre

Ability comes from work you can point at.

Projects, tasks, traceable contributions and real feedback build a record. Unverifiable badges and stacked certificates do not.

The learning relation is the core

Not one-off transactions

One durable relationship holds everything together.

Matching, goals, tasks, messages, feedback, progress and proof all organise around a single LearningRelation that evolves over time.

Anti-addiction by design

No streaks or dark patterns

We do not compete for your attention.

No infinite scroll, no streaks to protect, no anxiety-inducing red dots, no variable rewards, no mechanics that exist only to extend a session.

Read all ten principles

Two sides, one relationship

Built for both ends of the exchange.

For students

Get a teacher who responds to your actual work.

Describe a goal in your own words, connect with someone who can help, and build a record of what you made and how it improved.

For students

For teachers

Teach without performing for an algorithm.

Requests arrive with real context. Decline freely. No ratings race, no response-time score, no obligation to produce content.

For teachers

Subjects

Bring any goal you can describe.

These are starting points, not a fixed catalogue. If you can explain what you want to be able to do, it belongs here.

Start with one goal and one person who can help.

No catalogue to browse, no plan to choose. Describe what you want to learn and go from there.