Agile software development addresses the high failure rates of traditional projects due to incomplete requirements and lack of user involvement. It emphasizes short cycles, customer feedback, and cross-functional teams to adapt quickly to changes, promoting a people-centric approach for complex projects. Transitioning to agile requires significant organizational commitment and a shift away from traditional methodologies.