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
windows_first
Summary
The documentation page is largely neutral and platform-agnostic in its presentation of Azure built-in roles for Compute. However, there is some evidence of Windows bias in the naming and focus of certain roles (e.g., 'Windows 365 Network Interface Contributor', 'Windows Admin Center Administrator Login'), and in the use of Windows-specific tools (Windows Admin Center). Additionally, some 'Learn more' links and descriptions reference Windows-centric workflows or documentation before Linux equivalents, even when Linux is supported.
Recommendations
  • For roles and descriptions that reference Windows-specific tools or workflows (such as Windows Admin Center), provide equivalent Linux management options or explicitly state Linux alternatives if available.
  • Where 'Learn more' links or documentation references are Windows-centric, ensure that Linux-focused documentation is also linked or referenced in parallel.
  • Review role names and descriptions to ensure they do not imply exclusivity to Windows unless that is a technical limitation; clarify Linux support where relevant.
  • If any role actions or permissions are platform-specific (Windows vs. Linux), clearly document the differences and provide parity tables or notes.
  • Consider adding examples or references for both Windows and Linux management scenarios in any future expansions of this documentation.
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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 Clean Clean
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-04 00:00 #101 completed 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 Clean Clean

Flagged Code Snippets