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
Summary
The documentation page displays mild Windows bias. In several instances, Windows-specific tools (PowerShell) are mentioned before or instead of Linux equivalents (Azure CLI). For example, in the 'ResourceGroupNotFound' error, both Azure CLI and PowerShell are referenced, but PowerShell is listed second. In the 'AllocationFailed' error, troubleshooting links for both Linux and Windows are provided, but Windows is not prioritized. However, there are some cases where Windows-specific documentation (e.g., multiple NICs for Windows VMs) is listed before Linux equivalents. Overall, the page does not provide Linux shell or command examples, and references to Windows tools are more prominent than Linux alternatives.
Recommendations
  • Ensure that Linux tools (such as Azure CLI) are mentioned before or alongside Windows tools (PowerShell) in all relevant sections.
  • Provide Linux shell command examples where PowerShell examples are given, or at least reference both equally.
  • When linking to troubleshooting guides, alternate the order of Windows and Linux links or group them together to avoid perceived prioritization.
  • Add explicit references to Linux troubleshooting tools and patterns where applicable.
  • Review all error mitigation steps to ensure Linux users are equally supported and not required to use Windows-specific tools.
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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 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 Biased Biased