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
Summary
The documentation consistently references and links to Windows-specific virtual machine creation guides in all prerequisite sections, omitting Linux VM equivalents. This creates a subtle but persistent Windows bias, as Linux users are not provided direct guidance or parity in example links, even though the Azure CLI and PowerShell commands themselves are cross-platform.
Recommendations
  • Add links to Linux VM creation guides alongside Windows links in all prerequisite sections.
  • Clarify that both Windows and Linux VMs are supported as backend pool instances.
  • Where examples reference VM creation, provide both Windows and Linux options or use neutral language.
  • Ensure that referenced quickstart and example pages for CLI and PowerShell include Linux scenarios or links.
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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
2026-01-11 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 Biased Biased
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets