The goal of the study is to improve software reliability and testability using dynamic metrics. Traditional static metrics are outdated for measuring software performance due to its changing nature. Dynamic metrics provide more accurate results about the software's behavior during runtime, leading to better system performance. By using innovative dynamic metrics, developers can enhance the reliability, testability, and overall quality of the software, making it more efficient and less prone to errors.