{"id":21193,"date":"2025-11-20T09:05:00","date_gmt":"2025-11-20T17:05:00","guid":{"rendered":"https:\/\/www.microsoft.com\/insidetrack\/blog\/?p=21193"},"modified":"2025-12-04T09:04:25","modified_gmt":"2025-12-04T17:04:25","slug":"moving-from-a-scream-test-to-holistic-lifecycle-management-how-we-manage-our-azure-services-at-microsoft","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/insidetrack\/blog\/moving-from-a-scream-test-to-holistic-lifecycle-management-how-we-manage-our-azure-services-at-microsoft\/","title":{"rendered":"Moving from a \u2018Scream Test\u2019 to holistic lifecycle management: How we manage our Azure services at Microsoft"},"content":{"rendered":"\n

Nearly a decade ago, as we began our journey from relying on on-premises physical computing infrastructure to being a cloud-first organization, our engineers came up with a simple but effective technique to see if a relatively inactive server was really needed.<\/p>\n\n\n\n