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Automation is crucial for DevOps maturity because it reduces bottlenecks in the software development lifecycle and automates time-consuming, repetitive tasks in development and testing (SDLC). Although declarative or imperative programming is used by the bulk of DevOps automation solutions, new opportunities for employing automation more effectively are emerging with the advancement of AI technology. Overall, …