I think Atom’s hydrogen and VSCode’s python are best-in-class Jupyter clients that achieve everything Jupyter Lab set out to do with more and better features. I develop scripts that function top to bottom with a notebook side-by-side that on a keyboard stroke executes code blocks from my script in the notebook.