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Building with AI

A developer's guide to shipping with LLMs & agents

Go from “I read about it” to “I shipped it.” A practical, open-source-first path to building real software with AI. No hype, lots of code.

Modules 1-2 ship free. Subscribe to get the mini-course first:

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Curriculum

  1. [01]

    Foundations

    free

    How LLMs and agents actually work for builders: mental models for tokens, context, and tools.

  2. [02]

    Your AI dev environment

    free

    Coding assistants, agentic CLIs, and a setup whose gains compound over time.

  3. [03]

    Building blocks

    paid

    Prompting, structured output, tool use, and retrieval (RAG) that holds up in production.

  4. [04]

    Agents that do real work

    paid

    Designing, orchestrating, and constraining agents so they’re useful and safe.

  5. [05]

    The open-source stack

    paid

    The models, frameworks, and tools to build on, and how to choose between them.

  6. [06]

    Ship it (capstone)

    paid

    Build and deploy a real AI-powered tool end to end, with evals and monitoring.