You don’t have to choose between Scrum and Kanban - it is just a matter of choosing the right tools (Kanban Tool for example) to manage your work and prioritize tasks. The end result of such a combination is Scrumban. Scrumban contains the best rules and practices of both methods and fits me perfect.