From the AI Future Learning Lab

Guides & Resources.

Working notes and free downloads from operators who use AI every week. Looking for the courses? Head to the course hub →

Flagship piece · Read first

40 workflows that run businesses while you sleep.

What operators are actually doing with AI — and how to build one this week. The full menu, grouped by what you already do.

~3,000 words 15 min read 6 categories
Read the flagship
40
Workflows
New · The build story

We turned our website into a store for AI agents.

The full x402 build, honestly — ~350 lines of code, $0/month, five products priced like API calls, and the straight answer to "has anyone actually bought anything?"

2,000 words 9 min read Live store at /agents
Read the build story
402
Payment Required
Looking to learn AI properly?

Three courses live on the course hub.

AI for Teachers, Teaching AI in the Classroom, AI for High School — every one starts free. This page is guides and downloads only.

See the courses
Browse by category

Six categories of workflow. One menu.

Build it yourself

Walk-throughs for the workflows worth building first.

i

Build the Content Repurposing Engine

Workflow #1 from the flagship. One input, four outputs, built in an afternoon. The highest-leverage workflow for anyone who publishes.

· 5-step build walkthrough · 6 min read
Reading this as a professional, not an educator?

The commercial side of what we teach lives at Howll.

Howll — the AI company behind this lab — trains professionals and teams, and runs the Work Lab: six weeks to a working agent and 5+ hours a week back.