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I run mine as it's own user and self host the model. Unlike most services the ai service user has a login shell and home directory.

What's its preferred shell and window manager?

It just uses bash. I haven't been giving it an X session yet although I probably will start at some point since the newer models can handle it.

Thank you for a serious answer to a facetious question.