Introduction: Problem, Context & Outcome Engineering teams frequently adopt DevOps expecting faster delivery and stable production systems. However, releases still break, recovery remains slow, and coordination between development and operations often fails. Although teams use automation tools, they struggle because they lack a clear understanding of DevOps as a complete delivery discipline. Today, organizations require…

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