This seminar focuses on the correct and secure use of Generative AI when working with PowerShell for automation, administration and security tasks. It applies to Microsoft environments, both on-premises and in the cloud.
During the seminar, participants learn how to use GenAI tools to write, debug and optimize PowerShell scripts.
The seminar also addresses the limitations, risks and common AI mistakes related to syntax, permissions, performance and security.
Who Should Attend
IT and Infrastructure professionals
DevOps and SecOps engineers
Security professionals working in Microsoft environments
PowerShell users who want to improve script quality, efficiency, and security using GenAI
Prerequisites
Basic familiarity with PowerShell and Microsoft environments (on-premises and/or cloud).
Course Contents
Overview of Generative AI and its application in scripting and automation
The role of AI in IT automation: benefits, limitations, and risks
PowerShell foundations refresher: syntax, remoting, and security basics
Prompt engineering for PowerShell, including iterative refinement of AI-generated code
Common weaknesses of GenAI when working with PowerShell
High-risk areas where AI is prone to scripting mistakes
Validating AI-generated PowerShell output
Optimizing AI-generated scripts, including performance benchmarking
Secure scripting with AI, including compliance and security checks before deployment
Real-world use cases, including:
Active Directory accounts
Logon sessions
Entra ID
Operational and security reports
Human + AI workflow: dividing responsibilities between AI-generated code and human review
End-to-end example automation flow:
Generating an initial script using AI
Debugging, optimizing, and securing the script
Reviewing before/after results and lessons learned
