The landscape of DevOps is rapidly evolving. Continuous Integration/Continuous Deployment (CI/CD) pipelines have advanced from daily runs to hundreds of executions per day, with some now even driven by machine learning models. In this dynamic environment, inadequate infrastructure can lead to broken builds or, worse, the disruption of critical systems. At JFrog, we've gathered insights from countless customers to develop a performance-oriented, scalable infrastructure. Join us to explore best practices, reference architectures, and scaling requirements essential for building a robust, highly available environment that can seamlessly support the next generation of workloads.