For 15+ years I’ve collected the interfaces that made me stop and ask “wait, how does this work?” Interface Lineage is now open https://t.co/BbdNE8x9AdLearn the patterns and principles that turn “make no mistakes” into clear instructions for AI. 500+ interfaces, free to read. pic.twitter.com/G2rX2KFB22— Johannes Mutter (@JohannesMutter) October 28, 2026
Interface Lineage
A free library of interface patterns and principles. Name the mechanism, prompt it to your AI, and invent new interfaces.
Let’s invent new interfaces, not new products
Posted on Thursday 25 Feb 2021. 507 words, 2 links. By Matt Webb.
Beautiful UI — Crafted primitives for AI-native interfaces
A small library of extremely crafted, copy-paste components for chat agents, thinking states, human-in-the-loop approvals, and everything agents need to talk to humans beautifully.
Why Do We Interface?
In this micro book we look at the past, present, and future of interfaces and how they allow us to utilize information in ways that change what it means to be human.
History of The Graphical User Interface (GUI): A Wonderful Curse
The Ma of a New Machine – Scott Jenson
The current Silicon Valley flex is trading notes on your favorite new AI tools over lunch. Each week brings another one to explore. Some of these tools are very impressive; I’ve been able to reply to someone with an alternative UI design in less than a minute, and they were dumbfounded: “How did you do that so fast?”
Stephen Hood on Twitter / X
Was feeling cranky about all the people claiming they’re building an “AI OS,” so… I vibe coded an AI OS. Meet Llanux, a custom Linux distro that boots to llama.cpp. No GNOME/KDE, just a chat TUI, local inference, and a model downloader. Forgive me. https://t.co/vJVvUm9HWY pic.twitter.com/dHpNKuHOQz— Stephen Hood (@stlhood) January 23, 2026
Stanford Seminar - Generative, Malleable, and Personal User Interfaces
Interface Experimentation | Projects
This page indexes the files currently present in interface-experiments.
Mattt on Twitter / X
I'm thrilled to announce my collaboration with @huggingface to help developers bring AI directly to users — on their own devices, on their own terms 🤗We'll be working together to build tools & Swift packages to make things better, and writing guides that make things clearer.— Mattt (@mattt) September 9, 2025
Scott Jenson – Exploring the world beyond mobile
Fast AI requires slow thinking The current Silicon Valley flex is trading notes on your favorite new AI tools over lunch. Each week brings another one to explore. Some of these tools are very impressive; I’ve been able to reply to someone with an alternative UI design in less than a minute, and they were […]
Anthropic experiments with real-time UI generation on Claude
What do we know so far? "Imagine with Claude" will be released as a temporary demo for certain plans (only Max?). Users will be interacting with a classic desktop UI where windows and apps are managed by the AI itself.
Claude Dispatch and the Power of Interfaces
We often lack the tools for the job, even if the AI is capable enough
Beyond Chat: Bringing Models to the Canvas • Lu Wilson • GOTO 2025