It's an approach to reasoning and thinking used in philosophy and science [1]. It could be applied to any concept. The author's articles and those by Bartosz Ciechanowski [2] are good examples of first-principles explanations of various concepts.
[1] https://en.wikipedia.org/wiki/First_principle [2] https://ciechanow.ski/