The document discusses refactoring code through examples of code smells like long methods and classes, extracting methods to single responsibilities, eliminating duplicate code through decomposition, and using the FizzBuzz problem to demonstrate refactoring code from an initial implementation to a refactored solution through steps like extracting variables, inverting if statements, extracting methods, and moving code into classes.