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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias: it refers to 'custom windows images' exclusively in the introduction, provides only PowerShell (Windows-centric) examples for role assignment, and links to Windows-specific resources before Linux equivalents. Linux examples, tools, and terminology are either missing or referenced secondarily, making it less accessible for Linux/macOS users.
Recommendations
  • Include explicit references to both Windows and Linux custom images in the introduction and throughout the documentation.
  • Provide equivalent CLI (az CLI) examples for role assignment and other operations alongside PowerShell commands.
  • Ensure that links to Linux documentation are presented alongside or before Windows links where appropriate.
  • Add ARM template examples and usage notes that clarify any OS-specific differences, especially for Linux-based images.
  • Clearly state support for Linux images and provide guidance for their creation and deployment.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets