Edition 1.0.0 · out now

The tracks, as a book you own.

Everything on this site, re-made for the way people actually study: 1,377 print-ready pages across 5 volumes, a reference sheet for each, and an AI tutor that has read all of it.

1,377 pages43 chapters30-day refund
AI Systems — the complete edition — cover

Three ways to hold it

The same material, in the three shapes learning actually takes.

Ask it

The AI Tutor Kit

A tutor system prompt plus every volume as LLM-readable Markdown. Drop it into a Claude Project or a Custom GPT and question the book directly — it cites chapter and step, and says when something is outside the handbook instead of improvising.

Read it

5 volumes, 1,377 pages

Print-ready PDFs, one per track, plus the whole thing as a single 1,373-page book with continuous pagination. Offline, searchable, yours to annotate.

Drill it

5 cheatsheets

One double-sided reference sheet per volume — the numbers, formulas and decision rules worth keeping beside the keyboard rather than re-deriving.

What’s inside

Five volumes in curriculum order — from the silicon up to running an agent fleet in production.

  • VOL 01211pp · 9 ch

    GPU & CUDA

    How GPUs execute parallel workloads — from threads and warps to tensor cores and FlashAttention.

  • VOL 02269pp · 9 ch

    LLM Internals

    From tokenization to PagedAttention — how large language models process text and generate output.

  • VOL 03221pp · 7 ch

    LLM Serving

    How vLLM, SGLang, and TensorRT-LLM actually serve LLMs — scheduler, memory, and serving-engine internals.

  • VOL 04291pp · 9 ch

    AI Agents

    Foundations of AI agents — the loop, tools, workflows, retrieval, context engineering, planning, evals, and security — through visual interactive simulations.

  • VOL 05385pp · 9 ch

    Agent Engineering

    Production agent engineering — durable harnesses, observability, layered guardrails, deployment, incident response, and running an agent fleet against an SLO.

Free sample

Read five whole chapters first.

Not excerpts — five complete chapters, one from every volume, chosen as each track’s hardest rather than its easiest. It comes with a full cheatsheet and the working AI Tutor Kit, so you can test the thing that is supposed to be the differentiator before paying for it.

168 pages · no card required

One purchase. Every 2026 update.

No subscription. Corrections and new chapters published this year are re-issued to the same download link.

Complete edition

BEST VALUE
$49$95
  • All 5 volumes · 1,377 pages
  • The combined 1,373-page edition
  • All 5 cheatsheets
  • The full AI Tutor Kit
  • Every 2026 update

A single volume

$19
  • One volume, whole
  • Its cheatsheet
  • Its Tutor Kit Markdown
  • Every 2026 update

Pick one above — each is a complete book, not a sample.

Team, 5 seats

$199
  • Five named people
  • Everything in the complete edition
  • Seats reassignable when someone leaves
  • One invoice

30-day refund, no questions asked · Purchasing-power pricing 4060% off for lower-income countries · Sold through a merchant of record, so tax is handled and the receipt is expensable.

Questions

The tracks are free. What am I paying for?

The tracks stay free forever. The Handbook is the same material re-made as something you own: 1,377 print-ready pages, offline, searchable, annotatable, plus cheatsheets and the AI Tutor Kit — none of which exist on the site.

What does “every 2026 update” mean?

New chapters, corrections and revisions published during 2026 are re-issued to you through the same download link. You do not buy anything again. When the edition rolls over, your copy keeps working — you simply own the 1.x line.

What format is it?

PDF, laid out for US Letter and readable on screen. The AI Tutor Kit is plain Markdown. No DRM, no reader app, no account required to open anything.

Can I expense it?

Yes — the receipt comes from our merchant of record and shows a normal software purchase. Most engineers do not need approval at this amount.

I am not in the US or Europe.

Purchasing-power pricing is available for lower-income countries at 40–60% off. Ask and it is yours; nobody is asked to prove anything.

What if it is not for me?

30 days, no questions asked. Email and it is refunded. You keep the files — chasing them down would cost more than the refund.