A Book by Dave Lawler

Click. Click. Click. Forward only.

The one-person company playbook. How to build a business that compounds—by turning every repetition into permanent capability.

No spam. Just a heads-up when it launches.

The Method
The Core Idea

Every task you do manually has a number attached to it.

How many times do you have to do something before you can train AI to do it instead? For some tasks, the answer is zero. For others, three or five. For a few, infinity.

Ratchet Learning is the methodology: Ask → Understand → Document → Build → Improve. Each cycle clicks forward like a ratchet. The teeth catch when the learning hits the repository. You never go backwards.

14 Chapters

A practical framework for building with AI

Infinite Leverage

The question that changes everything: how fast can you move tasks from manual to trained?

People Decide, Machines Execute

The division of labor that actually works. You make the judgment calls. AI handles the rest.

The Repository Is the Company

Documentation as company DNA. When you write it down, you can train it. When you train it, you own it.

The Flywheel

Continuous improvement that compounds. Every cycle makes the next cycle faster.

The Trusted System

Memory management for humans and machines. How to build a system you can rely on when complexity grows.

Building with Joy

Why the process matters as much as the outcome. Building something you own should feel like building something you love.

Who This Is For

People who want to own what they build

If you’ve been laid off and realized your expertise belongs to someone else. If you’re tired of building capability for employers who can hand you a box any Tuesday. If you want to build a business that compounds—where every improvement is yours to keep.

This book is the practical framework. Not theory. Not predictions. The actual methodology used to build a real company with AI agents.

The companion book

Ratchet Learning is the playbook. Infinite Leverage is the memoir of putting it into practice. Together, they’re the complete picture.