When cloud computing became enterprise-ready, and tools such as continuous integration and continuous delivery, infrastructure as code, and Kubernetes became mainstream, it marked a clear paradigm shift in dev and ops. The work separating dev and ops became devops responsibilities, and collaborative teams shifted from manual work configuring infrastructure, scaling computing environments, and deploying applications to more advanced automation and orchestrated workflows.

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