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Learn how to leverage AI-powered tools to enhance PowerShell and Azure CLI automation for estate governance in this 46-minute conference session from Microsoft Ignite 2025. Explore practical applications of AI for generating scripts on demand, implementing best practices, and enforcing governance and security policies across your Azure environment. Discover how natural language prompts can streamline complex automation tasks while maintaining proper guardrails and security measures. Watch demonstrations of Azure Copilot Agent Mode integrated with Cloud Shell for live command editing and execution, see GitHub Copilot automate multi-command scripting workflows, and learn about Azure MCP tools integration for syntax validation. Gain insights into the newly announced Export Bicep Feature for Azure PowerShell and CLI, including parameter mapping capabilities that simplify conversion between CLI commands and Bicep templates. Understand the four DORA metrics (deployment frequency, lead time, change failure rate, and MTTR) and their role in measuring deployment pipeline effectiveness. The session concludes with a Q&A segment addressing topics such as handling deprecated Terraform AVM modules and community contribution strategies, presented by Microsoft experts Steven Bucher and Damien Caro.
