2026 EDITION · UPDATED JUNE 2026

Master production AI engineering.

Not prompt tricks — the real job: RAG, agents, harnesses, evals, cost and latency discipline, and the judgment to ship.

Start free preview See pricing

No card required for the preview.

21
modules
5
blocks
78
flashcards
22
scenarios

What's inside

Foundations

LLMs, prompting, context engineering, the 2026 model landscape

RAG & Knowledge

Pipelines, embeddings, vector DBs, memory, data engineering

Agents & Harnesses

Tools, loops, multi-agent, and the harness that makes them reliable

Production & Leadership

Evals, guardrails, architecture, and build/buy/wait judgment

Questions

Do I need an ML background?

No — just basic programming and what an API is. No math or model training.

Is it up to date?

It's the 2026 edition, updated for the current model landscape — and updates are included.

What do I actually get?

Concepts, mechanics, worked examples, runnable code patterns, quizzes, spaced-repetition flashcards, and production scenarios for all 21 modules.

Can I try before buying?

Yes — sign in to read the orientation, glossary, and a full sample module free.

Start free preview