Field notes on enterprise AI, agents, systems, and the way software changes organizations.
I keep coming back to the same question: as language models start interacting with tools, memory, users, and real enterprise constraints, what does the work around them actually look like? This site is where I think it through in the open. Less a personal brand, more a notebook that happens to be public.
Start here
- From chatbots to system operators My working theory: LLM agents are turning into scoped operators of real systems. Start with the essay, then follow it into the concept notes.
- Concept notes The cluster underneath that theory: action languages, agent workspaces, scoped specialists, orchestration, and federated memory. I take each one apart on its own page.
- How this works The living wiki idea: version controlled, interlinked, an AI maintains it but I edit and approve every change.
Everything here, content and code, lives in one public repository: github.com/FVossebeld/FVossebeld.github.io. Search is top left, the graph is on the right. Pages link to each other, so follow the threads.