Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All command-line examples for certificate creation and backend server setup use Windows PowerShell and Windows-specific tools (e.g., New-SelfSignedCertificate, Export-PfxCertificate, Set-AzVMExtension with Windows commands). The tutorial instructs users to create Windows Server VMs and install IIS, with no mention or example of Linux alternatives (such as using OpenSSL for certificates or deploying Linux VMs with Apache/Nginx). Linux tools and workflows are entirely absent, and Windows approaches are presented as the default and only method.
Recommendations
- Provide equivalent Linux examples for creating self-signed certificates (e.g., using OpenSSL) and exporting PFX files.
- Include instructions for deploying Linux-based backend VMs (e.g., Ubuntu Server) and installing a web server such as Apache or Nginx.
- Show how to use Azure CLI or Bash in Cloud Shell for steps that are currently PowerShell-only.
- Mention both Windows and Linux options in all relevant sections, and avoid presenting Windows as the only or default platform.
- Add notes or links to cross-platform documentation where appropriate.
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