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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation exhibits a strong Windows bias, primarily through exclusive use of Azure PowerShell and Windows Server examples. All command-line instructions are given in PowerShell, with no mention of Bash, CLI, or Linux/macOS alternatives. The VM creation walkthrough uses Windows Server 2019 only, and IIS (a Windows web server) is used for backend testing, with no Linux VM or Apache/Nginx example provided. This creates friction for Linux/macOS users and those preferring Bash or Azure CLI.
Recommendations
  • Provide Azure CLI (bash) equivalents for all PowerShell commands, especially for preview registration and VM extension installation.
  • Include Linux VM creation steps alongside Windows, e.g., Ubuntu or CentOS, and show how to install Apache or Nginx for backend testing.
  • When demonstrating backend pool configuration, mention that both Windows and Linux VMs are supported and provide examples for each.
  • Add notes or sections clarifying how Linux/macOS users can perform each step, including using Azure Cloud Shell with Bash.
  • Avoid using only Windows tools (IIS, PowerShell) for verification; offer cross-platform alternatives.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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