The Agile Manifesto was created during a meeting in Utah in 2001 by 17 influential figures in software development who sought to identify common principles among various lightweight methodologies. They agreed on four core values and twelve guiding principles emphasizing customer collaboration, responsiveness to change, and the importance of working software. The outcome established the Agile Alliance and fostered an environment encouraging innovation and collaboration in software development practices.