Cloud Platforms and Tooling Questions

Practical tooling, automation, and platform specific considerations for operating and deploying workloads in public cloud environments. Topics include infrastructure as code tools and templates including vendor native templates and third party tools, account and organization structure and role based access design, deployment automation and pipeline patterns for continuous integration and continuous delivery, platform specific software development kits and command line tooling, container orchestration and serverless deployment tooling, monitoring and logging stacks and alerting, cost and billing tooling and cost optimization methods, and guidance on single cloud versus multi cloud approaches. Candidates should be able to discuss tooling selection criteria, integration between developer and operational tooling, and how tooling choices impact deployment velocity, reliability, and operational overhead.