Jupyter is great. From what I recall it's bash kernel isn't a real terminal session so sudo prompts, top, etc can tend to get a bit wonky. I also have a preference towards Markdown over .ipynb.
This is all valid, but I'd suggest rethinking the slogan "The notebook that runs code" at the top of the README. I much prefer .md too and haven't used notebooks regularly in years, but nevertheless I scoffed when I read that (I thought: hasn't this guy heard of Jupyter?). I believe you'd be better off not calling this a "notebook" at all since that terms tends to describe something slightly different than what you have here.
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