The catalog

Courses

Structured courses that walk you through AI concepts at a human pace — no prior technical background needed.

Community · free

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Every lesson in these courses is free. Create a free account to start learning.

  • Community · free

    Search Smarter

    Ten one-minute lessons on how to use AI for research that holds up in a meeting — without a technical background.

    10 lessons · all free

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  • Community · free

    Second Draft

    Ten one-minute lessons on how to stop accepting AI's first answer — and edit your way to something worth sending.

    10 lessons · all free

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  • Community · free

    Hand It Off

    Ten one-minute lessons on how to hand real work to AI without betting your job on it: make wrong cheap.

    10 lessons · all free

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  • Community · free

    The New Manager

    Ten one-minute lessons on managing an AI that works on its own: budgets, check-ins, and knowing when to tell it to stop.

    10 lessons · all free

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  • Community · free

    AI for Product Owners

    Ten one-minute lessons on the six AI operations every PO needs — ticket authoring, CD3 ranking, dependency wiring, decomposition, feedback intake, and 10-minute refinement prep.

    10 lessons · all free

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  • Community · free

    AI for Product Managers

    Ten one-minute lessons on the six AI workflows every PM needs — from first draft to prioritization to knowing when not to trust it.

    10 lessons · all free

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  • Community · free

    Career Cheat Codes

    The unwritten rules of getting hired — why tailoring resumes makes you a commodity, and how to become an asset instead.

    10 lessons · all free

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Builder · paid membership

Go deeper with the technical courses.

Courses for people building with AI. Try the first lessons of any course free — Builder unlocks the rest, plus downloads and code samples.

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  • Builder

    Agent Memory Architecture

    Ten one-minute lessons on why your coding agent forgets everything — and the four-type memory system that fixes it, using nothing but markdown files.

    10 lessons · first 2 free

    Preview 2 lessons
  • Builder

    Intro to RAG

    Ten lessons on why AI makes things up — and the open-book-exam fix behind nearly every real AI product.

    10 lessons · first 2 free

    Preview 2 lessons
  • Builder

    Claude.md Pro Tips

    Nine pro tips for writing CLAUDE.md files that actually work — under budget, precisely structured, and maintained like a living spec.

    11 lessons · first 2 free

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  • Builder

    Intro to Evals

    AI quality is a distribution, not a binary — evals are how you test a curve. Ten short lessons on why pass/fail can't see what's wrong, and what to measure instead.

    10 lessons · first 2 free

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  • Builder

    The Physics of Attention

    Why AI hallucinates, the attention math that causes it, and how to engineer your prompts to stop it — in nine short lessons.

    9 lessons · first 2 free

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  • Builder

    How to Read Code

    A practical course on five modes of reading code — previewing, skimming, scanning, detailed reading, and critical reading — so you can navigate any codebase with confidence.

    Video course · free preview lesson