Agile software development is a collaborative method involving cross-functioning teams to quickly develop applications through iterative cycles focused on customer satisfaction. The main phases include requirements planning, design workshops, and implementation, with an emphasis on teamwork and rapid development to adapt to changing requirements. While agile offers improved quality and customer alignment, it requires active user involvement and may face challenges like miscommunication and emerging requirements.