The document discusses monitoring dynamic cloud applications in a constantly changing environment. It emphasizes that change is the new normal for applications and monitoring is needed to answer important business and operational questions. A software measurement framework is presented that covers metrics related to business outcomes, customer experience, application performance, engineering velocity, and service quality. Case studies are provided of how companies like Gannett/USA Today use monitoring to measure success during large events and speed up their release cycles.