Data centers have evolved into highly distributed, hybrid ecosystems that span private clouds, public clouds, and colocation facilities. This demanding environment enables unprecedented flexibility, allowing DevOps to place and dynamically shift workloads based on performance needs, regulatory requirements, or cost efficiencies. DevOps and CI/CD pipelines demand seamless application scaling,…