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 page demonstrates a strong Windows bias. It exclusively uses Windows Server virtual machines as backend examples, and the only instructions for installing a web server use PowerShell and IIS (Windows-only). There are no examples or guidance for deploying Linux VMs or using Linux-native web servers (e.g., Apache, Nginx), nor are there Bash or Azure CLI commands for Linux setup. Windows tools and patterns (IIS, PowerShell) are mentioned exclusively and before any Linux equivalents, which are entirely absent.
Recommendations
  • Add parallel instructions for creating Linux VMs (e.g., Ubuntu) as backend servers.
  • Provide examples for installing a web server on Linux VMs (e.g., using Bash to install Apache or Nginx).
  • Include Azure CLI or Bash scripts for Linux VM setup alongside PowerShell examples.
  • Mention Linux-native web servers and show how to configure them for testing the application gateway.
  • Ensure screenshots and walkthroughs include both Windows and Linux scenarios to improve parity.
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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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