I have no idea what he is talking about. I use notebooks because I want to have an interactive and visual way to explore data/algorithms/phenomena. How/Why would you use a notebook "in production"? Why would you care about performance?

The article really makes me think either I or the author have a terrible misunderstanding about what notebooks are or how to use them.