Dave Lawler
Three decades of enterprise architecture. A pivot to AI. A method for building companies that compound.
Dave Lawler
Founder, Velocity Point · Founder, Second Ring
Dave spent more than thirty years building enterprise integration systems—the kind of complex, distributed architectures where data flows between dozens of systems and every failure mode matters. He led teams, designed systems, and learned that the difference between a good architecture and a bad one is whether it survives contact with reality.
When modern AI tools arrived, he recognized the shift before most of his industry did: a single operator with a disciplined method could now do the work of a small team, as long as the method itself was disciplined. Not the AI—the method.
Ratchet Learning is the result. It applies the same systems-thinking rigor that Dave brought to enterprise software—start with first principles, build the model, stress-test it—to the problem of building a one-person company that actually compounds.
Dave is the founder of Velocity Point, an AI-powered business services company, and Second Ring, which helps experienced operators build their next act. He writes about building, compounding, and the math of monetary systems.
Dave’s other titles
Infinite Leverage
The memoir of building a company with AI agents. Ratchet Learning is the playbook; Infinite Leverage is the story of running it in practice.
The Idealized Bitcoin Treasury
How the math works and why execution matters. A first-principles look at Bitcoin treasury companies—mNAV, Forever Cost, and the inequality that explains everything.
Bitcoin for Octogenarians
You’re not too late. A plain-English guide for readers who want to understand Bitcoin without being sold on it.
Why an enterprise architect wrote a playbook for solo operators
Systems Thinking
Enterprise integration teaches you to see the whole system, not just the parts. A one-person company is just a distributed system with fewer nodes—and the same rules about failure modes.
Repetition Is the Enemy
Three decades of architecture teaches you that doing the same work twice is the warning sign. Either document it or automate it—but never trust memory to compound.
Method Over Motivation
Architects don’t care whether you feel like shipping. They care whether the system works under load. Ratchet Learning treats your own output the same way.
More from Dave Lawler
Four books, one author—each tackling a different piece of how to build something that lasts.