The new UX Toolkit: data, context, and evals
Designing how models behave.
Category: Ai
All CategoriesSaying “no” in an age of abundance
Wait, we have AI now. We don’t have to say no to 1,000 things. We can say yes to all the things — generate them all, simultaneously!!!1
Stop generating, start thinking
Instead of wanting to learn and improve as humans, and build better software, we’ve outsourced our mistakes to an unthinking algorithm.
How designers are actually using AI in 2026Sponsored
Designlab surveyed 200+ UX and product designers to see how AI fits into real workflows. Download the full report.
Rent a Human
Book humans for real-world tasks your AI can’t do. MCP integration, REST API, flexible payments.
As rocks may think
Whenever logical processes of thought are employed there is an opportunity for the machine.
Power prompts in Claude Code
A single natural language prompt that runs parallel agents, captures visual regression screenshots, and creates reusable skills in Claude Code.
Stop building systems for agents
Build agent systems for humans instead.
The displacement of purpose
What happens with purpose when AI automates our labor.
Outsourcing thinking
With certain skills you have to "use it or lose it" seems intuitively and empirically sound.
Some thoughts about tool design and AI
Asking questions and waiting for a response is not the most productive way of doing things.
Gas Town’s agent patterns, design bottlenecks, and vibecoding at scale
On agent orchestration patterns, why design and critical thinking are the new bottlenecks, and whether we should let go of looking at code.
Agentation
A visual feedback tool for agents. The website homepage being the demo is such a nice detail.
Building the brain of your accessibility AI
How accessibility leaders can build trusted, scalable AI assistants by curating the right standards, documentation, and institutional knowledge.
From prompt to several wireframe variations <10 secondsSponsored
UX Pilot AI speeds your design process by turning text or sketches into UX/UI. Sync with Figma, upload guidelines, and start 100% for free.
The context collapse problem
AI coding tools amplify whatever they can access. In codebases where institutional knowledge lives in engineers’ heads only, AI amplifies nothing.
Software as clay on the wheel
You're shaping the code or text the way a potter shapes clay: push a little, spin the wheel, look, push again.
Gemini AI Visual Design
How Google designers use gradients, motion, and foundational shapes to build trust and intuition within Gemini.
AI and the Next Economy
The narrative from the AI labs is dazzling: build AGI, unlock astonishing productivity, and watch GDP surge.