Although it’s easy to write scripts using cmdlets in the Microsoft Graph SDK for PowerShell, you probably don’t want to execute the scripts interactively. In this article, we explain how to use certificate-based (app-only) authentication to run scripts. This is very much an explanation about how to accomplish the task in a testing environment. If you want to run scripts in production, some extra work is needed.