Static code analysis functions similarly to a compiler, constructing an abstract syntax tree to identify structural defects within the code. It excels at detecting issues like double freeing pointers but struggles with data flow and control flow problems. By utilizing various rules and graph analyses, it provides valuable insights into the integrity of software development.