Antonin Januska · Staff Engineer · Boulder, CO
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.
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Three pieces worth your first ten minutes
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.
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.
The Anatomy Of My Ideal React Component
A walkthrough of my very opinionated React Component.
About
Hi, I'm Antonin.
Staff Engineer building AI-backed systems, engineering standards, and the workflows that let teams ship serious software.
Staff engineer focused on the infrastructure production LLM systems run on: evaluation harnesses, multi-provider dispatch, rate-limit handling, and guardrails on model output.
AI & Machine Learning
Workflows, tools, and experiments
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.
An Honest Opinion on the State of Code Gen AI, Spring 2026 Edition
A frank assessment of where code generation AI actually stands in 2026 -- from agentic harnesses to multi-agent architectures and what still needs to change.
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.
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, Lili and Sophie are sent off-world.
AI Experiments
Projects, tools, and creative AI work
AI Workflow Consulting
Helping companies implement AI tools and processes effectively
ServiceClaudeLLMsPrompt EngineeringClaude Code Best Practices
Guide to effective AI-assisted development
ArticleClaude CodeTypeScriptAI Glossary
Comprehensive glossary of AI terms and concepts
ArticleI, AI - Short Stories
Science fiction exploring AI themes and futures
ExperimentCreative WritingAIPrinciples
Five proverbs I actually work by
- 01A deployed MVP is worth two prototyped.
- 02Dance like nobody is watching, code like everybody is.
- 03Today's fashion is tomorrow's legacy.
- 04Debugging becomes easier if you first admit that you are the problem.
- 05The best code is no code at all.
Work with me
Bring AI into how your team actually ships.
I help companies implement AI workflows and accelerate their development teams.
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