Azure PowerShell improves cloud automation by allowing administrators and DevOps engineers to manage Azure resources through PowerShell scripts, enabling automated provisioning, configuration, and management of services such as virtual machines, storage, and networking. Because it is object-based, Azure PowerShell returns structured .NET objects that can be easily piped and manipulated in scripts, making it very powerful for complex automation tasks and integration with Windows-based environments. In real-world DevOps workflows, Azure PowerShell is often used for advanced scripting, infrastructure management, and integration with existing PowerShell automation. Azure CLI, in contrast, is command-based and cross-platform, returning JSON outputs that integrate well with Bash scripts and CI/CD pipelines, making it popular in Linux-based and containerized environments. While Azure CLI is often preferred for lightweight, portable automation in DevOps pipelines, Azure PowerShell is favored when deeper scripting flexibility and tight integration with Microsoft ecosystems are required.