The document introduces Groovy runtime metaprogramming, focusing on concepts like metaclasses, the meta-object protocol, and AST transformations. It explains how to dynamically modify or extend classes and methods at runtime without altering the original source code, as well as the use of Expando and ExpandoMetaClass for flexibility. Additionally, it addresses compile-time metaprogramming through AST transformations, highlighting their complexity and the necessary tools for implementation.