My AI Beliefs

Stay close to the LLM

Minimize abstraction between your workflow and the model. As models improve, you capture that improvement automatically.

Do the simple thing first

Sometimes the best workflow is a well-crafted text file AI reads to do work. Start with the simplest solution and earn complexity from there.

Default to AI

Before routing work to a person or a process, ask: can AI do this? That question opens more doors than most teams expect.

Design around your experts

Winning teams keep experts at the center. Free them from execution and their judgment compounds. That is where 100x comes from.

Continuously improve

Build agents like software. Ship, measure, improve. The AI system you launch today should be twice as capable in 30 days.