Introduction: Problem, Context & Outcome Infrastructure teams still spend a significant amount of time performing repetitive manual tasks. Server provisioning, application deployment, configuration updates, and patch management often depend on human intervention. As environments grow across cloud, on-premise, and hybrid platforms, these manual processes introduce delays, inconsistencies, and failures. Even skilled engineers struggle to maintain…