Explore concrete approaches to using continuous profilers in production environments through this example-driven conference talk. Dive into the challenges of modern software systems, including distributed microservices, cloud deployments, and rapidly changing workloads. Learn about common profiling visualizations and reports, techniques for solving performance problems, and the advantages of continuous, exploratory profiling. Discover how to improve scalability, enhance customer satisfaction, and reduce infrastructure costs by effectively utilizing profiling tools in complex, distributed systems.