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Aug 2026 edition · reissued every month

State of Models — Aug 2026

The frontier model landscape this month, and which one to actually use for each job.

Rewritten from scratch each month and dated on the cover, so you always know how old the advice is — and every figure carries the source it came from.

Updated

lessons
17
new edition
Monthly
access
Lifetime

Then go deeper: the AI path

Knowing which model to pick is the start. This four-course path takes you from knowing nothing to pricing a feature, wiring an assistant into your systems, and building an agent that survives contact with real work.

Each level assumes the one before it and nothing else. Take them in order, or start wherever you already are — every course says plainly who it is for.

courses
4
lessons
125
access
Lifetime
  1. AI Basics

    beginner

    What an AI assistant is actually good for, where it will let you down, and how to use it on real work without getting burned.

    You use a computer for work — email, documents, maybe a ticket queue · 41 lessons · updated Aug 2026

    $14.99
    View course →
  2. AI and LLM Foundations

    beginner

    The working vocabulary and mental models nobody can bluff you on.

    No maths, no programming — curiosity is enough · 26 lessons · updated Aug 2026

    $19.99$29.99
    View course →
  3. MCP in Practice

    intermediate

    The Model Context Protocol, from the handshake to a server your team actually uses.

    Comfortable with HTTP, JSON and a language that can run a server · 27 lessons · updated Aug 2026

    $24.99$34.99
    View course →
  4. LLM Workflows

    intermediate

    Loops, tools, skills and subagents — and knowing which one the problem needs.

    Comfortable reading code in any language · 31 lessons · updated Aug 2026

    $39.99
    View course →

Why these and not a blog post

Real numbers you can check

Costs are worked through with current model prices, line by line, down to the monthly bill. Every calculation is shown, so you can check it rather than trust it.

You do the work

Every section ends with exercises and worked answers — cost estimates to compute, claims to diagnose, broken agent loops to find the bug in.

Code that runs

The later levels ship complete files, not fragments: a working agent loop, a server you can point a client at, an evaluation harness that catches regressions.

Nothing invented

No made-up benchmarks, no fabricated adoption statistics, no measurements nobody took. Where a figure is illustrative, it says so.

Also on the platform

Outside the AI track, for when you need something else.

See all →

Buy it once, keep it

A course you buy is yours for good — no rental, nothing to renew.

Progress that sticks

Pick up exactly where you left off, on any device.

Reviews you can trust

Only verified students who bought the course can rate it.

Start where you are

Level I assumes no technical background at all. Every level has free preview lessons, so you can read before you buy.