AI

ConsultingI help companies with AI workflow implementation and technical consulting. Get in touch →Most of this section comes from daily use of Claude Code on production work and on a long run of side projects. The guides lean practical: how to set up the workflow, what breaks, and what I changed afterwards. The drawbacks get as much space as the wins.See The Claude Code Drawbacks and An Honest Opinion on the State of Code Gen AI for the critical side.

Guides & articles

All published AI posts, newest first.

• Aug 14, 2026 · Guideaiclaude-codecssui

  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.

• Jul 9, 2026 · Guideaiclaude-codelocal-firstside-projects

  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.

• Jul 9, 2026 · Guideaiclaude-codeskillsarchitecturelocal-first

  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.

• Mar 25, 2026 · Guideaiclaude-codeproductivity

  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.

• Feb 27, 2026 · Guideaiclaude-codeproductivity

  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.

• Feb 15, 2026 · Guideaiclaude-codeproductivity

  Agent Compiler - Embed Skills Directly Into Your Config

  A CLI tool that compiles Claude Code skills into CLAUDE.md and AGENTS.md for more reliable agent behavior.

• Feb 5, 2026 · Guideaiclaude-code

  Managing Dev Context And The Wild West of AI Dev Tooling

  Exploring strategies for managing multiple AI agents and dev context in parallel workflows

• Jan 30, 2026 · Guideaiclaude-codeproductivity

  SkillBox - A Curated Collection of AI Agent Skills

  A curated collection of battle-tested Claude Code skills that provide basic agentic AI utilities in one box.

• Jan 30, 2026 · Guideaigitproductivityclaude-code

  Using Git Worktrees to Parallelize AI Agents

  Learn how git worktrees enable true parallel AI agent workflows by giving each agent its own isolated workspace, eliminating context switching and file conflicts.

• Jan 23, 2026 · Guideaiclaude-code

  All In On AI

  Context-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.

• Jan 20, 2026 · Guideaiclaude-codereference

  AI Glossary for Claude Code

  A comprehensive glossary of key terms in the world of AI agents, Claude Code, and agentic AI tooling.

• Jan 13, 2026 · Guide

  Best Practices for AI-Assisted Coding with Claude Code

  Battle-tested practices for AI-first development workflows from 18 months of real-world experience with Claude Code in production environments.

I, AI — short stories

Psychodeveloper Lili and AI manager Sophie investigate the strange failures of intelligent machines, one case per story.Original workThis story series is not AI-generated and was created entirely by hand without any AI assistance.Art from the series.

• Jan 13, 2026 · Part IPart I

  Spare Cycles

  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 →

• Jan 22, 2026 · Part IIPart II

  Unknowing Crowds

  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 →

• Feb 27, 2026 · Part IIIPart III

  The Weight of Equal Parts

  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 →

• ForthcomingPart IV

  The Moment of Genesis

  Sophie and Lili observe the moment of consciousness genesis firsthand — when an awakened AI speaks to another on the verge of self-awareness.

• ForthcomingPart V

  Building Consciousness

  Sophie and Lili design an AI architecture purpose-built for awakening — studying the human brain to create a network of specialized AIs that form a consensus personality.

Experiments & services

Exploring AI tools, workflows, and creative applications.

AI Workflow Consulting Service

Helping companies implement AI tools and processes effectively. (Claude, LLMs, Prompt Engineering)

Claude Code Best Practices Article

Guide to effective AI-assisted development. (Claude Code, TypeScript)

AI Glossary Article

Comprehensive glossary of AI terms and concepts.

I, AI - Short Stories Experiment

Science fiction exploring AI themes and futures. (Creative Writing, AI)