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 significant Windows bias. All virtual machine examples use Windows Server, and IIS is installed for testing using PowerShell commands. There are no Linux VM examples, nor instructions for deploying or testing with Linux-based backends (e.g., Apache, Nginx). The only provided automation is via Azure PowerShell, with no Bash, CLI, or Linux-native alternatives. Windows tools and patterns are mentioned exclusively and before any Linux equivalents (which are absent).
Recommendations
  • Include parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Provide Linux-based web server setup steps (e.g., install Apache or Nginx) alongside IIS.
  • Offer Azure CLI and Bash script examples for automation, not just Azure PowerShell.
  • Explicitly mention that Application Gateway supports both Windows and Linux backends.
  • Add screenshots and walkthroughs for Linux VM configuration and testing.
  • Ensure that references to backend server OS are inclusive and not Windows-centric.
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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 Clean Clean
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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