This document discusses Jenkins performance tuning and scaling. It begins with an introduction to Jenkins and common performance issues like poor disk performance. It then provides best practices for initial setup and configuration. Methods for diagnosing performance problems are outlined, including analyzing slow request logs, GC logs, and thread dumps. The document concludes with recommendations for horizontally scaling Jenkins by adding additional master instances and load balancing jobs across masters.