You can run Azure PowerShell cmdlets in Debug mode. This is known as a common parameter, which can be used with any cmdlet.
For example, you could run Get-AzResourceGroup -Debug to trace the GET request to https://management.azure.com and all the programmer-level detail operations happening in the background to fetch the resource groups from the ARM API.
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