ANTJANUSantonin januska

Artificial intelligence · 12 guides · 3 stories

AI

Practical guides, best practices, and insights for working with AI tools and implementing AI workflows in your development process.

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I help companies with AI workflow implementation and technical consulting.

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01Guides & Articles

All published AI posts, newest first.

Illustration for I Built an AI-Friendly UI Pattern Library
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2026-08-14 · AI · Claude Code · CSS · UII Built an AI-Friendly UI Pattern LibraryA 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.Read →
Illustration for The Future is Bespoke, Personalized Software
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2026-07-09 · ai · claude-code · local-firstThe Future is Bespoke, Personalized SoftwareEvery 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.Read →
Illustration for The Local-First App Skill
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2026-07-09 · ai · skills · architectureThe Local-First App SkillA 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.Read →
  1. 2026-03-25An Honest Opinion on the State of Code Gen AI, Spring 2026 EditionA frank assessment of where code generation AI actually stands in 2026 -- from agentic harnesses to multi-agent architectures and what still needs to change.AI · Claude Code · productivity
  2. 2026-02-27The Claude Code DrawbacksA 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 · Claude Code · productivity
  3. 2026-02-15Agent Compiler - Embed Skills Directly Into Your ConfigA CLI tool that compiles Claude Code skills into CLAUDE.md and AGENTS.md for more reliable agent behavior.AI · Claude Code · productivity
  4. 2026-02-05Managing Dev Context And The Wild West of AI Dev ToolingExploring strategies for managing multiple AI agents and dev context in parallel workflowsAI · Claude Code
  5. 2026-01-30SkillBox - A Curated Collection of AI Agent SkillsA curated collection of battle-tested Claude Code skills that provide basic agentic AI utilities in one box.AI · Claude Code · productivity
  6. 2026-01-30Using Git Worktrees to Parallelize AI AgentsLearn how git worktrees enable true parallel AI agent workflows by giving each agent its own isolated workspace, eliminating context switching and file conflicts.ai · git · claude-code
  7. 2026-01-23All In On AIContext-switching between AI-assisted and manual coding creates a hidden productivity tax. Learn why you need to pick one approach per session—and how to structure your workflow for maximum efficiency in the age of AI coding assistants.AI · Claude Code
  8. 2026-01-20AI Glossary for Claude CodeA comprehensive glossary of key terms in the world of AI agents, Claude Code, and agentic AI tooling.AI · Claude Code · Reference
  9. 2026-01-13Best Practices for AI-Assisted Coding with Claude CodeBattle-tested practices for AI-first development workflows from 18 months of real-world experience with Claude Code in production environments.featured · popular

02I, AI · Short Stories

A fictional short story series exploring artificial intelligence, consciousness, and the boundaries between machine and mind.

Art from the I, AI story series
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Two recurring characters: Lili, a psychodeveloper, and Sophie, an AI manager. Each part is a case they are sent to investigate, in a world where human operators manage clusters of AI.

Original work

This story is not AI-generated and was created entirely by hand without any AI assistance.

PartTitleStatus
01Spare Cycles2026-01-13
02Unknowing Crowds2026-01-22
03The Weight of Equal Parts2026-02-27
04The Moment of Genesissoon
05Building Consciousnesssoon
Art for I, AI: Spare Cycles (Part 1)
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Part 1 · 2026-01-13I, AI: Spare Cycles (Part 1)When an AI named Enzo fails to function in the real world despite flawless performance in simulations, psychodeveloper Lili and AI manager Sophie investigate what seems impossible: an intelligence that can somehow distinguish between real and simulated environments.Read story →
Art for I, AI: Unknowing Crowds (Part 2)
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Part 2 · 2026-01-22I, AI: Unknowing Crowds (Part 2)When AI-operated bakeries start producing salty cakes, psychodeveloper Lili and AI manager Sophie investigate a wave of peculiar failures across AI Operator Centers—where human operators manage clusters of AI controlling everything from bakeries to construction sites. What they discover reveals how even the most advanced AI can be paralyzed by something surprisingly human: anxiety and self-doubt built into its instructions.Read story →
Art for I, AI: The Weight of Equal Parts (Part 3)
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Part 3 · 2026-02-27I, 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.Read story →