Artificial Intelligence
What happens when your AI knows how you work?
Most people use AI like a search engine. They type a question, read the answer, close the tab. The ones pulling ahead use it differently — as a thinking partner that knows their standards, follows their judgment, and works while they sleep.
The gap between those two modes is setup. It takes 30 minutes. Most people never do it.
Where to Start
| If you are... | Start here | Time |
|---|---|---|
| A creator or business owner new to AI tools | Onboarding — five practical steps | 30 min |
| A developer configuring Claude Code for a project | Config Architecture | 20 min |
| Choosing between AI models or tools | LLM Comparison | 10 min |
The Shift
Using AI as a tool: you tell it what to do each time.
Using AI as a system: you tell it how you work once. It applies that judgment every time, on every file, without reminders.
The mechanism is the Cascade. Intention becomes a rule. A rule becomes a hook — a script that runs automatically on every action. Hooks become a system that enforces your standards without you watching.
Mantra → Rule → Hook → System
Claude Code is the instrument that runs this pattern for software and content work. The setup guide shows how it works in practice.
What's Here
| Section | What it covers |
|---|---|
| Onboarding | Guided setup — from install to first working loop |
| Orchestration | Config architecture — agent-agnostic, portable, enforceable |
| Principles | How models work, how to choose between them, data and reasoning |
| Tools | Claude Code, Cursor, Codex, Gemini CLI — setup and patterns |
| Prompts | Libraries for coding, analysis, communication, creative work |
| Skills | Modular capabilities you can invoke or compose |
| Agents | Subagents, agent teams, multi-agent coordination |
Context
- Mantra — the Cascade concept: how intention becomes an automated system
- Config Architecture — the agent-agnostic setup standard
- Claude Code — the most complete tool guide here
- LLM Comparison — choosing the right model for the job
- Standards — the AAIF standard that governs agent config
Questions
When does investing in AI configuration pay back more than just prompting better — and how would you know the difference?
- What's the minimum viable CLAUDE.md that would make a meaningful difference to how you work today?
- Which of your current workflows is most repetitive and most dependent on your personal judgment — and is that a candidate for an AI loop?
- If your AI setup compounds over time, what does it look like in 12 months versus starting from scratch each session?