Software systems evolve over time, becoming larger and more complex while their quality decreases. This evolution leads to higher maintenance costs. Researchers have developed a new approach that combines source code and software defect information to better understand software evolution. By analyzing data from software repositories, they can identify causes of problems in a system and predict its future. This integrated approach supports various maintenance tasks like restructuring the system, re-documentation, and identifying critical components.