Learn

What we are learning building AI.

We build AI agents every day and share what we learn as we learn it. Pick the track that fits you: deep build notes, or plain-language guides for business owners. No signup, no pitch.

Pick your track

Build track

Build

For people who build with AI. Models, repos, hooks, and the config that actually ships. No hand-holding.

8 articles →

Basics track

Basics

For business owners new to AI. What it does for your business, in plain words, no jargon.

Coming soon

Latest across both tracks

Build learnings

Every tool and model we run

Nine load-bearing tools, twenty more we could swap in a week, 380 command-line tools we wrote ourselves, and every model in service with the rules that route them.

Read it →

Build learnings

The best AI model shipped. Our token burn dropped.

The best model that shipped this week, most people cannot get yet. How we run the one we can, Fable 5.1, without burning through tokens. Rule included.

Read it →

Build learnings

Four AIs called the page clean. One caught a legal risk.

Five AI reviewers, one lens each, went through 62 pages of a live site. One caught a false competitor claim the other four called clean. Prompt included.

Read it →