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Workflows of AI

Marcus adventures in AI and code

Articles, videos and interactive pages about the highs and lows of AI. Maybe with a splash of humour, code and Drupal.

Pixel-art Marcus sitting at a desk, typing on a laptop, with a code bubble and sparkles above it.

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Pixel art: a big blue genie made of math symbols rises from a small glass bottle on a desk and hands down a tall stack of papers labelled 722, with a LEAN check-mark stamp on top. A much smaller developer looks up at it, scratching their head.
AI

The quiet math revolution (and where do we go from here)

OpenAI published 722 math manuscripts, many of them checked by the Lean proof assistant. What it says about brute force as intelligence, Terence Tao's Math 2.0, and what happens when math becomes a genie in a bottle.

Marcus Johansson Oct 13, 2026 11 min read
Pixel-art developer opening a wooden crate labelled AI 1.5.0; a chat bubble, a shield with a check mark, a magnifying glass with an up arrow and a stack of cards with a lightning bolt fly out, while three small boxes with wings fly away.
Release notes

Drupal AI 1.5.0 is out

Drupal AI 1.5.0: ChatProcessor and ChatMemory, batch embeddings, streaming guardrails, an AI reranker, and the deprecations to act on before 1.6.0.

Marcus Johansson Oct 12, 2026 11 min read
Drupal AI

How I vibe-configed this website in under 10 hours

I built this site with AI agents by configuring Drupal modules: only 0.14% of the PHP is custom code. How it was done, and how it compares to Express.js.

Marcus Johansson Oct 10, 2026 12 min read

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Featured video

A short tour of what changed in Drupal AI 1.5.

12:41

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Drupal AI in your browser

No install needed: a full Drupal AI site of your own, ready in seconds.

The Drupal AI demo site: a university home page with an "AI Features" button.
Demo

The Drupal AI demo on Drupal Forge

A demo site that spins up in 5 seconds and shows the best Drupal AI has to offer, with free AI credits and instructions on how to test the different features.

Drupal Forge Free AI credits Ready in 5 seconds