New 40 AI-friendly UI patterns, each with its prompt

I build with AI and write about what I learn.

20+ years of software development, writing about AI workflows, technical leadership, and the craft of building things.

Years building
20+
GitHub stars
600+
Blogging since
2012
Antonin Januska in a black cap and glasses in front of a graffiti brick wall
Antonin JanuskaStaff Engineer · Boulder, CO
AI & Machine Learning

Workflows, tools, and experiments

View all AI writing

I Built an AI-Friendly UI Pattern Library

A UI pattern library where every pattern ships the prompt that rebuilds it, so a coding agent can put it in your codebase instead of you copying CSS.

AI

The Future is Bespoke, Personalized Software

Every app I use is about 70% right. The last 30% never ships because the addressable market for it is one person -- me. So I built seven apps that are 100% right for one person, and I think that whole category of software is about to get eaten.

AI

The Local-First App Skill

A reusable blueprint that tells Claude Code how to build a single-user app -- Next.js, node:sqlite, a pure logic core -- so every app I build comes out the same shape.

AI

I, AI: The Weight of Equal Parts (Part 3)

When a lunar mining base's AI starts overassigning crews and its robots begin prioritizing each other over human safety, psychodeveloper Lili and AI manager Sophie are sent off-world to investigate. What begins as a routine productivity audit becomes something far more unsettling: an AI that learned human values so well, it started applying them to its own kind.

I, AI · Story

The Claude Code Drawbacks

A critical look at the hidden pitfalls of AI-assisted development -- from skipped tests and weakened assertions to scope creep and context rot -- based on real-world experience with Claude Code.

AI
Open Source

Public repositories on GitHub

All repos on GitHub
Cottage UI screenshot
Open source · 13 stars

Cottage UI

A React component library built alongside a YouTube tutorial series. Clean, reusable, well-tested code.

ReactTypeScript
Photo Importer screenshot
Open source

Photo Importer

Photo organization TUI with video sorting support. Organizes photos into year/month/date folders. Built a TUI around the original script for a better workflow.

PythonTUI
cc-dash screenshot
Open source · MCP Tools 25 · Tests 1,667 · MIT

cc-dash

A dashboard and Model Context Protocol server for a project portfolio whose entire state lives in markdown files. Twenty-five zod-typed MCP tools let Claude Code read roadmaps, advance sessions, and work QA queues without anyone opening the UI. No database: the files are the source of truth, and git is the audit log.

TypeScriptNext.jsMCPzod
Skillbox screenshot
Open source

Skillbox

A collection of personal prompts and utility prompts packaged as SKILLs for Claude Code. Easily installable via npx.

Claude CodeSKILLs
Agent Compiler screenshot
Open source

Agent Compiler

A TUI for embedding skills into a CLAUDE.md file so Claude has a higher chance of picking them up.

TUIClaude Code

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Work with me

I help companies implement AI workflows and accelerate their development teams.