This is a Dataset of My Thinking.

A digital library of content and ideas that represent my persona and preferences—rendered through AI framings to become a digital estimation of my data.

01 // The Mechanism

This is not a portfolio. It is an Idea Bank.

I operate a single mono-repo that acts as a central nervous system for 180+ active projects. It is an AI-native operating system where ideas are not just stored, but systematically executed by swarms of autonomous agents.

02 // The Math

Traditional Agency50 people × 50% overhead
= 200 hrs/day
The Idea Bank1 person × AI Multiplier
= 400+ hrs/day

Zero coordination overhead. Zero signal loss. Pure alignment. One person with frontier AI now out-produces a 50-person team.

03 // The Philosophy

With AI, we don't pick and choose.

We write down every idea—even if it's just a 1-line tl;dr in a readme.md—and invoke AI on everything. Even bad ideas are useful information that inform the good ones. The only metric that matters is the volume of execution.

04 // The Proof

Two weeks since Claude Opus 4.5.
0.5 Billion tokens across 180+ sub-projects.