Annotation processing allows generating code at compile time by labeling code elements with annotations. It involves three main modules: a library module containing annotated code elements, a processor module containing the annotation processor, and an annotation module defining the annotations. The processor parses the annotated elements, allows accessing their properties, and can generate any code files. This allows automating boilerplate tasks like generating view holders for recycler views based on layout files annotated with adapter and view holder definitions.