Cloud and Devsecops Security Tools Questions

Understanding of cloud native and DevOps oriented security tooling and how those tools integrate into development and operations pipelines. Topics include Cloud Access Security Brokers for cloud service governance, container and container image security platforms, infrastructure as code scanning and policy enforcement for preventing insecure configurations, cloud provider native security services, and DevOps security tooling for pipeline scanning, secret detection, and runtime protection. Candidates should be able to discuss selection criteria, integration points with continuous integration and continuous deployment pipelines, trade offs in operational complexity, automation strategies, policy as code, and how to correlate cloud and pipeline signals with broader detection and remediation workflows.