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 exhibits a Windows bias by consistently referencing 'custom windows images' first, providing only PowerShell examples for role assignment, and mentioning Windows/PowerShell tools and patterns before their Linux equivalents. There are no Linux-specific command examples (e.g., Azure CLI or Bash), and the ARM template examples do not clarify Linux image usage. While links to Linux documentation exist, actionable steps and examples are Windows-centric.
Recommendations
  • Provide Azure CLI and Bash examples for role assignment and other operations alongside PowerShell.
  • Explicitly mention and show how to use Linux custom images in ARM templates, including image references and OS configuration differences.
  • Balance the narrative by referring to 'Windows and Linux images' together, rather than defaulting to Windows first.
  • Include Linux-specific troubleshooting tips and considerations for Service Fabric clusters.
  • Ensure that all referenced documentation links (e.g., finding marketplace images) are paired: one for Windows, one for Linux.
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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