I'm using https://jupyter.org/try-jupyter/lab/ for this purpose, but this is interesting.

One bug I noticed is that if you open a new console and enter a statement that doesn't print anything (`import sys`, `foo = 1`), it doesn't show up unless you either scroll up or enter another line.