Introduction The Certified DevOps Engineer (CDE) designation has emerged as a critical benchmark for professionals navigating the complexity of modern software delivery. As organizations shift from isolated teams and manual operations to integrated, automated platforms, the role of DevOps has become central to business reliability and speed. Engineers are now expected to understand the entire…