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From problem to shipped link

Seven short guides, in the order I wish someone had given me. Read straight through, or jump to the one that matches where you are stuck.

If you read one first, make it this

Name the person you want to help and the chore that slows them down. Everything else — tools, keys, hosting — follows from that.

Read "Don't Start with AI, Start with a Problem" →

The seven guides in order

  1. 1
    LLMs, Coding Assistants, and Tokens

    What a model does, what the assistant around it adds, and why long chats cost more.

  2. 2
    Don't Start with AI, Start with a Problem

    Name the person, the chore, and the current workaround — before touching any tool.

  3. 3
    Picking the Right AI Tool

    Browser chat, research notebook, or terminal coder: pick the lightest one that fits.

  4. 4
    Project Files That Matter

    The five files that matter, and how .gitignore keeps keys off GitHub.

  5. 5
    Front End, Back End, and Keeping Keys Safe

    Browser code is public. Server code is private. Keys live in the second.

  6. 6
    Shipping Your App: Hosting and CI/CD

    From git push to live URL on Vercel or Zeabur.

  7. 7
    Local Models vs. Cloud APIs

    Why I pay per token instead of buying a GPU and heating my flat.

Then see what shipped

Ten apps built with this exact path — four you can open now.

Browse the apps →