Or, you can copy and paste code from examples, StackExchange, open source code, etc. Or you can read about it once, use it, and forget why it worked.

Besides all that, though, it's really the fact that LLMs bring up interesting ways to tackle problems that I hadn't thought of before, or uncover neat libraries/packages (when I program in R) that I just am not aware of.