Knowledge is highly ephemeral. In order to write a piece of code, you usually have to assemble a jumble of knowledge and keep it in your mind while writing the code. As soon as you are done, that knowledge will decay quickly. A good example is what happens when you are interrupted while programming. It can take minutes or hours reestablishing the mental context required to finish what you were doing before being interrupted.