Curiosity
I like the kind of questions that turn into rabbit holes: people, societies, systems, companies, and all the strange details that make the world hard to be bored by.
Physicist · data and AI consultant · fun-facts enthusiast
Hi, I'm Julius
I am a physicist by training and work in consulting, mostly around data and AI. This site is my scratchpad for half-formed ideas, experiments, recipes, and the things I find too interesting to leave alone.
Work
I’m drawn to consulting because every company is its own little system. Data, AI, and technology are the tools; the interesting part is understanding what actually needs to change.
Away from the desk
Usually moving, cooking, fixing, or exploring. I like new sports, unfamiliar recipes, fixing bikes, and the feeling of learning by doing.
Recent Posts
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Context is not just code
Why AI coding agents need access to operational context, rendered UIs, and safe observation loops beyond the repository.