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
This documentation page lists Azure built-in roles for Compute and is largely platform-neutral, focusing on Azure resource provider permissions. However, there is mild Windows bias in the naming and description of some roles (e.g., 'Windows Admin Center Administrator Login', 'Windows 365 Network Interface Contributor', and links to Windows-specific documentation). Windows tools and branding are mentioned explicitly, while Linux equivalents (such as SSH, Linux VM management) are not referenced with equal prominence. Some 'Learn more' links point to Windows-centric guides before Linux ones, and Windows-specific features (e.g., Windows Admin Center) are described in detail, whereas Linux management tools are not.
Recommendations
  • Add references and links to Linux and macOS management guides where relevant, especially in sections that mention Windows Admin Center or Windows 365.
  • Where login or management actions are described, clarify Linux support (e.g., SSH, root login) and provide parity in documentation links.
  • Ensure that examples and role descriptions mention both Windows and Linux scenarios, tools, and workflows when applicable.
  • Balance 'Learn more' links so that Linux and Windows resources are presented together or in parallel.
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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