I'm not saying to hack away and make a mess necessarily.
Sometimes the simplest solution also requires learning and building upon other concepts. Or sometimes, a simple interface is written around a complicated core.
For example: The OP's quote is used time and time again to argue against FP concepts in industry - a newcomer doesn't know the first principles, so by the OP's folksy razor[1], that code isn't as good as less abstract code that doesn't require learning a new concept or two once and for all.
[1] Folksy razors are the essence of every principle-ish-level engineer's methodology I've run into. Corporations value the ability to remove all human agency & decision-making from software development where possible.