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
windows_tools
Summary
The documentation generally maintains parity between Windows and Linux, especially in recent updates, but there is evidence of Windows bias. Windows examples and tools (such as PowerShell modules and scripts) are mentioned first or exclusively in several places, and Windows-specific onboarding scripts and support for Windows Server versions are highlighted before or more prominently than Linux equivalents. Linux support is present and improving, but Windows tooling and terminology (e.g., Az modules, PowerShell Gallery) are referenced more often and sometimes without Linux alternatives.
Recommendations
  • Ensure that Linux examples, scripts, and tools are mentioned alongside Windows equivalents, not after or as an afterthought.
  • Where onboarding scripts or modules are referenced (e.g., Az modules, PowerShell Gallery), include explicit links or references to Linux-compatible alternatives or instructions.
  • When listing supported operating systems or features, alternate the order between Windows and Linux, or group them together to avoid implicit prioritization.
  • Expand documentation to include more Linux-specific troubleshooting, usage patterns, and best practices, especially for hybrid scenarios.
  • Audit all example scripts and references to ensure Linux users are equally supported and not required to adapt Windows-centric instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean