Configure Application Gateway With Private Frontend Ip

Bias Analysis

Bias Types:

⚠️ windows_first

⚠️ missing_linux_example

⚠️ powershell_heavy

⚠️ windows_tools

Summary:

The documentation exhibits a strong Windows bias. It exclusively uses Windows Server as the VM OS in all examples, provides only PowerShell-based instructions for backend configuration (IIS installation), and does not mention or provide alternatives for Linux-based VMs or command-line tools (such as Bash or Azure CLI). The use of Windows-specific tooling and the absence of Linux guidance may hinder users who prefer or require Linux environments.

Recommendations:

Include parallel Linux-based examples for VM creation (e.g., using Ubuntu or CentOS images) alongside Windows Server.
Provide Bash/Azure CLI commands for installing a web server (such as Apache or Nginx) on Linux VMs, in addition to the PowerShell/IIS example.
Explicitly mention that both Windows and Linux VMs are supported as backend pool members, and link to relevant documentation for both.
Where scripts or commands are shown, offer both PowerShell (for Windows) and Bash (for Linux) alternatives.
Consider reordering or balancing the presentation so that Linux and Windows options are given equal prominence, rather than Windows-first.

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Date	Scan ID	Status	Bias Status
2025-08-17 00:01	#83	in_progress	✅ Clean
2025-07-13 21:37	#48	completed	❌ Biased
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 CentralUS

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