People assume AI is where my story starts. It is closer to where it all comes together.
I have written software, run operations, built businesses, made products and led teams. For years those felt like separate chapters. AI is the first tool that lets me use all of them at once, on the same project, in the same afternoon.
Experience is the context
A model will happily generate a plan, an app or a brand. What it cannot do is decide whether any of it is worth building. That judgement comes from having shipped things, sold things and watched real people use them.
So I do not treat AI as a replacement for experience. I treat it as a force multiplier for it. It removes the distance between an idea and a working version of that idea — and then I decide what is real.
Build, do not talk
The fastest way to understand a tool is to ship something with it. Everything on this site is proof of that: real apps, real experiments, real lessons, including the ones that did not work.
That is why I build with AI. Not because it is new, but because it finally connects the way I already work.

