Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
missing_linux_example
powershell_heavy
windows_tools
Summary
The documentation demonstrates a clear Windows bias, particularly in the 'Install IIS' section, where only Windows Server is used for the VM image and only Windows PowerShell commands are provided for configuring the web server. There are no Linux VM options or equivalent Linux-based instructions (e.g., using Ubuntu and Apache/nginx). The use of Windows-specific tools and administrative patterns (PowerShell, Windows Administrative Tools) further reinforces this bias.
Recommendations
  • Provide parallel instructions for creating Linux-based VMs (e.g., Ubuntu or CentOS) alongside Windows VMs.
  • Include Linux command-line examples (e.g., using bash/ssh) for installing and configuring a web server such as Apache or nginx.
  • Offer users a choice of OS image (Windows or Linux) in the VM creation steps, and clarify that the load balancer works with both.
  • Demonstrate how to connect to Linux VMs (e.g., via SSH through Bastion) and perform equivalent setup tasks.
  • Balance the documentation by presenting both Windows and Linux workflows, or at minimum, link to Linux-specific tutorials for similar scenarios.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets

    # Install IIS server role
    Install-WindowsFeature -name Web-Server -IncludeManagementTools
    
    # Remove default htm file
    Remove-Item C:\inetpub\wwwroot\iisstart.htm
    
    # Add a new htm file that displays server name
    Add-Content -Path "C:\inetpub\wwwroot\iisstart.htm" -Value $("Hello World from " + $env:computername)