Information Technology Automation and Efficiency Optimization Questions

Practical understanding of how automation reduces operational burden increases consistency and improves scalability in information technology environments. Candidates should be able to describe Infrastructure as Code practices and patterns configuration management and immutable infrastructure approaches orchestration and workflow automation the role of continuous integration and continuous delivery pipelines event driven automation and run book automation testing and validation of automation safeguard rails such as approvals and change controls measuring efficiency gains and return on investment from automation and trade offs between automation reliability and security.