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_tools
powershell_heavy
windows_first
Summary
The documentation page contains evidence of Windows bias. In the 'Microsoft.Compute' section, the note on generalizing a virtual machine lists the PowerShell command (Set-AzVm -Generalized) before the Azure CLI equivalent (az vm generalize). Additionally, the only command-line examples given for updating tags on certain resources (e.g., IP groups) use Azure CLI, but there is a tendency to mention PowerShell or Windows-centric tools first. The documentation also references Windows-specific tools and resource types (e.g., AzureStackHCI, Windows365, DevelopmentWindows365) without equivalent Linux-focused examples or resources. There are no explicit Linux shell (bash) examples, and Windows-centric terminology and tools are mentioned more frequently and/or first.
Recommendations
  • Ensure command-line examples are provided for both PowerShell and bash/Azure CLI, and alternate which is listed first.
  • Include Linux-focused resource types and examples where relevant, or clarify parity.
  • Avoid mentioning Windows tools or patterns exclusively; when referencing a Windows tool, provide the Linux equivalent in parallel.
  • Audit documentation for resource types and features that may be Windows-centric and add notes or examples for Linux users.
  • Where possible, use cross-platform terminology and avoid assuming a Windows environment.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean