AI learning, the warm way

Build your path.
Stack your knowledge.

Cairn turns any source into a structured, adaptive course — with multi-style explanations, smart quizzes, a study tutor, and spaced review that makes learning actually stick.

Running in supabase mode · works with or without an API key.

Module 2 · Core Ideas8 min

Why systems beat goals

A goal is a moment; a system is a habit. Goals set direction, but systems do the walking…

# systems# habits
Simple
Analogy
Visual
5
explanation styles
∞
sources accepted
2
ways to run it

Everything you need to learn deeply

One calm workspace that turns passive reading into active, durable understanding.

AI course builder

Paste an article, upload a doc, drop a link, or name a topic. Cairn structures it into modules and lessons with clear objectives.

Explanations your way

Re-explain any concept simply, in depth, by analogy, visually, or with a worked example. Five lenses, one idea.

Adaptive quizzes

Auto-generated questions check understanding and explain every answer — including why the distractors are wrong.

Study chat (RAG)

Ask anything about your material. Cairn retrieves the right lessons and answers from your own course, not the void.

Spaced repetition

A built-in scheduler spaces reviews so what you learn actually sticks — graded good / hard / again.

Runs anywhere

Deploy to Vercel + Supabase, or run the whole thing locally with zero external services. Same code, your choice.

How Cairn works

1

Feed it a source

Text, a URL, a PDF, or just a topic you're curious about.

2

Cairn builds the path

Modules, lessons, key terms, and objectives — generated and saved.

3

Learn, quiz, chat

Read in your style, test yourself, and talk it through with your tutor.

4

Let it stick

Spaced reviews keep the knowledge warm long after the first read.

Designed to feel like a good book

Warm forest greens and amber on cream, set in Inter. No cold blues, no purple gradients — just a calm place to think. And it respects your setup: run it on Vercel + Supabase, or entirely on your own machine with a local data store.

Forest
Moss
Amber
Terracotta
Cream

Start stacking knowledge today

Create a course from anything in under a minute. Free to run, yours to keep.