I didn’t expect to get so tired of reading LLM output.

Browse independent design system analyses from popular websites. Drop one into your project as design reference for your coding agent.

A list of AI artists hiding on Spotify and stealing from real artists. An open source project.

Junior programming roles are getting destroyed by AI. Meanwhile, millions of non-developers are shipping real software without the job title.

A gallery of InkField JSON recordings — humans and agents learning from each other.

Prioritize routing over model choice. Most AI work runs on cheap local models.

A year rebuilding my studio’s entire design process around AI. It didn’t make us faster, and that’s exactly why it worked.

How a branch proves itself ready: browser reality, persona eyes, and fixes that carry their own evidence.

Interpretability research on Claude’s internal thoughts.

15 questions. Two axes. Which of 30 AI archetypes are you?

Agents can write code faster than we can absorb it. Here are some techniques for doing that efficiently.

LLMs have broken legibility of effort - our ability to tell, at a glance, whether something took a human real work. What happens next?

An applied framework for designing AI interfaces that support appropriate reliance, user control, transparency, and responsible autonomy.

Plain-English prompts make prototyping effortless but specify system behavior poorly. The technical debt builds slowly until apps stall.

A living directory of ways communities resist AI harms—and build alternatives worth fighting for.

Authored change has outpaced the review model, and that breaks more than it looks.

It’s kind of wild that we’re still organising knowledge like it’s sitting in a 1970s filing cabinet. People and AI don’t think in folders.

Why designers must move beyond interfaces to shape the systems, constraints, and behaviors beneath them.

An intentional steering layer can not only help but is increasingly needed in software today.

Am I letting my own personal beliefs and biases affect the outcome I ultimately want?