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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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An 8-bit developer with a laptop climbs the steep middle of a blue S-shaped curve, past a pink flag that says You are here, towards the flat top.
AI

Where are we on the sigmoid curve?

In February 2023 Tom Scott said AI was on a new sigmoid curve and that he had no idea how far along it we were. Almost four years later, I try to answer him: for capability, for adoption and for the money.

Marcus Johansson Nov 10, 2026 14 min read
Pixel art of a developer with a red nose and a scarf speaking into a microphone; on his laptop screen a healthy copy of him gives a thumbs up.
AI

Can ElevenLabs fix my cold?

I got sick, recorded my strained voice and pushed it through ElevenLabs v4: my voice clone, other voices, audio tags, a movie trailer and a Swedish dub. Every clip is in the post.

Marcus Johansson Nov 5, 2026 6 min read
Pixel-art developer pointing over their shoulder at a tall shelf full of module cartridges, saying "There's a module for that", while a small robot at a retro computer types out a long paper scroll of code.
Drupal AI

There's a module for that

Coding agents write a custom module before they look on drupal.org. I documented every Drupal 11 module for agents and put it behind a local MCP server. The write-up of my Drupal AI Learners Club talk.

Marcus Johansson Nov 3, 2026 16 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