This document discusses an approach called Scrumban that combines elements of Scrum and Kanban. It describes how some teams started with a Scrum approach but found it difficult to predict velocity due to bugs and emergent tasks. The teams addressed this by tracking bugs and tasks separately on a Kanban board to measure their impact. They were able to commit to sprint goals by estimating effort for Scrum and Kanban work. Using different queues like "Fire" and "Prio" helped prioritize work and reduce context switching. This hybrid approach allowed for time boxes while gaining benefits of visualizing and limiting work in progress.