Ipv6 Application Gateway Portal

Bias Analysis

Bias Types:

⚠️ windows_first

⚠️ powershell_heavy

⚠️ missing_linux_example

Summary:

The documentation demonstrates a Windows bias by exclusively using Windows Server as the backend VM example and providing only Azure PowerShell commands (with Windows-specific IIS installation) for backend setup and testing. There are no Linux-based backend examples, nor are there Bash/CLI or Linux-native instructions for deploying or testing the backend. This may hinder users who prefer or require Linux environments.

Recommendations:

Include parallel instructions for creating a Linux VM (e.g., Ubuntu) as a backend target, alongside the Windows Server example.
Provide Azure CLI (Bash) commands for installing a simple web server (such as nginx or Apache) on a Linux VM for testing, in addition to the PowerShell/IIS example.
Explicitly mention that both Windows and Linux VMs are supported as backend targets, and link to relevant documentation for both.
Where scripting is required, offer both PowerShell and Bash/CLI examples, or reference cross-platform scripts.
Ensure that screenshots and walkthroughs do not assume a Windows-only environment, and clarify any OS-specific steps.

Create pull request

Date	Scan ID	Status	Bias Status
2025-08-17 00:01	#83	in_progress	✅ Clean
2025-07-13 21:37	#48	completed	✅ Clean
2025-07-09 13:09	#3	cancelled	✅ Clean
2025-07-08 04:23	#2	cancelled	❌ Biased

Flagged Code Snippets

Set-AzVMExtension ` -ResourceGroupName myResourceGroupAG ` -ExtensionName IIS ` -VMName myVM ` -Publisher Microsoft.Compute ` -ExtensionType CustomScriptExtension ` -TypeHandlerVersion 1.4 ` -SettingString '{"commandToExecute":"powershell Add-WindowsFeature Web-Server; powershell Add-Content -Path \"C:\\inetpub\\wwwroot\\Default.htm\" -Value $($env:computername)"}' ` -Location WestCentralUS

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