The Levels of AI Adoption
A six-level ladder of AI adoption, from copy-paste prompts to agentic teams and AI-native workflows. Where most companies stall, and how to climb.

A six-level ladder of AI adoption, from copy-paste prompts to agentic teams and AI-native workflows. Where most companies stall, and how to climb.

A hands-on tour of Claude Code's project folder. What rules, skills, agents, hooks, and settings each do, and how they fit together.

A casual Telegram message turned into a nine-level Lord of the Rings browser game. Every line of code written by an AI agent. Every creative decision made by a human who grew up on Middle-earth.

The tension between doing things right and getting things done shapes every decision in software and in life. TDD, pair programming, AI adoption: the best results come from holding both ends of the rope.

Stop using AI as a single assistant. Organize agents into specialized teams with roles, docs, and parallel execution for real leverage.

MCP connects AI agents to your dev tools, databases, and APIs through a standard protocol. Give your agent the context it actually needs.

AI accelerates your output but doesn't ensure quality. You're responsible for every line you commit. Speed without direction is chaos.