The evolution of software engineering methodologies has been profoundly shaped by the emergence of Agile practices, transforming how software is designed, developed, and delivered. Traditionally, software development followed rigid, plan-driven models such as the Waterfall approach, where each phase—requirements, design, implementation, testing, and maintenance—was completed...