Agile methodology is a software testing process that emphasizes stages of development and continuous collaboration among teams, originating in 2001. It focuses on iterative and incremental approaches to enhance project efficiency while minimizing costs and improving user experience. Key principles include prioritizing interactions, working software, adaptability to change, and customer collaboration, with popular tools like Jira and Selenium aiding in project management and automation.