In agile project methodology, projects are divided into iterations called sprints, which have set durations and specific goals determined by the entire project team. Sprint planning involves assessing product backlog items, defining tasks, and documenting processes to ensure consistency and repeatability. Regular meetings and reviews at the end of each sprint allow for progress tracking and acceptance or rejection of completed work by the project owner.