Introduction: Problem, Context & Outcome Engineering teams today operate across multi-cloud, on-prem, and hybrid infrastructures. However, many teams still rely on manual configuration, fragile scripts, and inconsistent automation. As environments scale, configuration drift increases, deployments fail, and engineers lose confidence in releases. Consequently, delivery slows and operational risk rises. At the same time, organizations expect…

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