Self-paced ยท Hands-on ยท 85 lessons

Learn AI the way
you will actually use it.

From your first prompt to shipping an agent that runs on a schedule. Three tracks, one path, built for teachers, clinicians, analysts and engineers alike.

Who are you?

Select your role - we'll highlight the most relevant examples throughout every lesson.

Three tracks, one path

Start where you are. Each level builds on the last.

Track 1 ยท Everyone

Use AI well at work

No code. Prompting, research, writing, automation, and your personal AI operating system.

Track 2 ยท Power user

Build with Claude

Claude Code, the API, RAG, agents, coding assistants, generative media, loops, context and specs.

Track 3 ยท Engineer

Ship a production agent

One app, Dayflow, from a 60-line loop to a deployed, evaluated, observable system. Python with a TypeScript mirror.

81The Agent Loop From Scratch60 min82Tool Design as API Design60 min83State, Checkpoints & Resumability70 min
84Migrating to the Claude Agent SDKcoming soon
85Orchestration: When One Agent Is Enough60 min84Migrating to the Claude Agent SDK70 min
85Orchestration: When One Agent Is Enoughcoming soon
86Permissions & Human in the Loopcoming soon
87Connecting Real Google (OAuth)coming soon
88Security: Injection, Exfil & Least Privilegecoming soon
89Evals for Agentscoming soon
90Observability & Costcoming soon
91Reliability Engineeringcoming soon
92Expose Dayflow as an MCP Servercoming soon
Start Level 10

Learning Tools & Developer Resources

Free guides, setup instructions, and reference pages for every tool covered in the course.

๐Ÿ“š Course Tools

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Which AI Should I Use?

Answer 5 questions and get a personalized recommendation.

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Prompt Library

50+ ready-to-use prompts by profession - copy with one click.

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AI Glossary

Every AI term in plain English. Tokens, RAG, agents - decoded.

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Claude Code Cheat Sheet

All keyboard shortcuts, slash commands, CLI flags, MCP & agent config - Mac & Windows.

๐Ÿ’ป AI Coding Tools - Setup Guides

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Google Antigravity

Google's agent-first IDE. Autonomous agents plan, build, and test apps in a real browser.

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GitHub Copilot

Install in VS Code or JetBrains. Slash commands, inline edits, Copilot Workspace.

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Claude Code (CLI)

Terminal-native agentic coding. Install, CLAUDE.md setup, and agentic tasks.

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Cursor

AI code editor (VS Code fork). Composer, Cmd+K inline edits, @codebase chat.

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Devin Desktop

Formerly Windsurf. Agentic AI IDE with full codebase indexing and autonomous multi-file tasks.

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VS Code + AI Extensions

Add Copilot, Claude, or Codeium to your existing VS Code setup.

๐Ÿ  Local & Open-Source AI

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Ollama

Run Llama, Mistral, DeepSeek locally. Install in 5 min. Free forever, 100% private.

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Hugging Face

The GitHub of AI. 700K+ models, datasets, and live Spaces demos.

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Free Local AI Guide

Complete 1-pager: run AI locally with no API key, no fees, no internet required.

๐ŸŽ“ AI Certifications

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AI Certifications Guide

Free + paid AI certs, which are actually worth it, and how to prep for them free.

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Cert Picker

Answer 3 questions - track, budget, cloud - and get a free-first cert path you can copy.

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Free Certs & Vouchers

Anthropic Academy, Google AI Essentials, DeepLearning.AI, plus how to get paid exams free.

๐Ÿ–ฅ๏ธ Hardware & Buying Guides

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Mac vs Windows for AI

Buying guide: which hardware to get if you want to run models locally. With specific recommendations.

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AI APIs Comparison

Compare Anthropic, OpenAI, Gemini, Mistral, Groq and more - pricing, context windows, and when to use each.

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Progress Tracker

Track completed lessons, saved right in your browser automatically.