AI
Practical guides, best practices, and insights for working with AI tools and implementing AI workflows in your development process.
Guides & articles#
All published AI posts, newest first. Each carries its documentation type so you know whether you are getting steps to follow or an argument to weigh.
| Tutorial learn by doing | How-to solve one task | Reference look it up | Explanation understand why |
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.
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.
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.
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.
Managing Dev Context And The Wild West of AI Dev Tooling
Exploring strategies for managing multiple AI agents and dev context in parallel workflows
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.
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.
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.
AI Glossary for Claude Code
A comprehensive glossary of key terms in the world of AI agents, Claude Code, and agentic AI tooling.
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#
A fictional short story series exploring artificial intelligence, consciousness, and the boundaries between machine and mind. Follow psychodeveloper Lili and AI manager Sophie.
This story is not AI-generated and was created entirely by hand without any AI assistance.
I, 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.
I, 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. 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.
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 to investigate: an AI that learned human values so well, it started applying them to its own kind.
I, AI: 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.
I, AI: Building Consciousness
Sophie and Lili design an AI architecture purpose-built for awakening — a network of specialized AIs that form a consensus personality.
Experiments & services#
AI Workflow Consulting
Helping companies implement AI tools and processes effectively.