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 page demonstrates a strong Windows bias. All configuration examples for backend web servers use Windows Server 2016 and Internet Information Services (IIS), with setup instructions provided exclusively via PowerShell commands. There are no Linux-based examples, nor are Linux web server tools (such as Apache or Nginx) mentioned. The use of Windows tools and patterns is exclusive and presented as the default, with no parity for Linux environments.
Recommendations
  • Add parallel examples using Linux VMs (e.g., Ubuntu or CentOS) as backend servers.
  • Include setup instructions for popular Linux web servers such as Apache (httpd) and Nginx, using bash commands.
  • Present Linux configuration examples alongside Windows examples, or alternate their order to avoid Windows-first bias.
  • Explicitly mention that both Windows and Linux VMs are supported as backend pools for Application Gateway.
  • Provide troubleshooting and validation steps for Linux-based web servers, not just IIS/Windows.
  • Reference cross-platform tools and commands where possible, or clarify OS-specific instructions.
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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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