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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:

Free. The good stuff, weekly. Unsubscribe anytime.

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.