What's this all about?
I’m a Resident Inventor. I retain a lot of material from the places I’ve worked, the things I’ve made, and the questions I haven’t finished with. When pieces of it connect in a way that matters, I give that connection a form and test it against reality.
I’m also a published author, an English teacher, and someone who has been building and breaking systems his whole life: in kitchens, classrooms, and companies. The same pattern recognition travels across those domains, even when the output looks completely different.
One deep vertical: operations
Operations problems accumulate in the recurring questions that always land on the same desk, the processes that work until they suddenly don't, and the decisions that should have a clear owner but somehow still default to the founder. By the time the symptoms become obvious, the systems causing them have usually been load-bearing for a while.
I've spent several years inside that specific gap, in SaaS companies, fast-growth environments, and organizations with strong momentum and brittle infrastructure underneath it.
Operations became an unusually rich source of material because it made hidden structures consequential. I spent years watching information move, work change hands, temporary fixes harden, and people compensate for systems around them. That experience became the Operational Entropy Index: a framework for diagnosing the distance between how an organization is supposed to run and what its people must do to keep it moving.
How I think
The founders I work with usually feel the problem before they can see it clearly from inside the system. Structural problems need structural solutions.
I see situations as they are and name the problem the evidence supports. If your processes have never been documented, the diagnosis is missing documentation.
I also have a low tolerance for theater: no three-month discovery phases, nor a slide deck that tells you what you already know. You'll have a diagnosis before most consultants have finished their intake form.