Kubernetes, Agile Methodologies, Application Architecture, Google Cloud, Devops, Data Governance, Azure, ServiceNow Vulnerability Response, ServiceNow CMDB Workspace, cloud environments, CSDM adoption, ITIL-aligned ITSM processes, multi-source CMDB environments, ServiceNow Discovery