Hi, I’m Luke.

I build AI factories: always-on systems where agents run real business operations alongside people. By day I lead AI operations at a software company. The rest of the time I build in the open with Pydantic AI and write up what holds up in production.

I think the AI-native enterprise is a set of factories, for software, go-to-market and learning, that people and agents run together. This site is where I work that out in public.

Now

  • Writing The Software Factory, one station at a time
  • Building open-source factory tooling on Pydantic AI
  • Exploring how teams and agents learn new skills

Elsewhere