Do You Need a Framework to Build a House?

The majority of people doing applied data science work or applied software engineering in general, don't need to know how to do that. Just like a home builder doesn't need to be good at using wood to frame a house. So there are the guiding principles of everything that Databricks and engineering decides to build. And other big tech companies do the same thing. These principles inform, it's not just software that does this either, other industries as well.