I also think taking notes really helps me remembering. For SW development-related books, I try to write a blog post summarizing what I liked/disliked about the book, and also shorter reviews for Goodreads and Amazon (because I find those really useful, and rely on them when checking out books).

https://henrikwarne.com/tag/book/