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 Windows bias by exclusively using Windows Server as the backend VM OS, providing only PowerShell-based instructions for IIS installation, and omitting Linux alternatives (such as Ubuntu, Apache, and Bash/Azure CLI examples). Windows tools and patterns are mentioned first and exclusively, with no parity for Linux users.
Recommendations
  • Include Linux-based backend VM examples (e.g., Ubuntu with Apache or Nginx) alongside Windows Server.
  • Provide Azure CLI and Bash instructions for backend setup and IIS/Apache installation, not just PowerShell.
  • Show how to install a web server on Linux VMs (e.g., using apt-get for Apache/Nginx) in addition to Windows IIS.
  • Mention Linux images as options when creating virtual machines.
  • Ensure screenshots and code snippets reflect both Windows and Linux scenarios.
  • Add notes or sections for Linux users to clarify differences in setup and management.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets