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
missing_linux_example
windows_first
Summary
The documentation demonstrates a Windows bias by referencing Windows-specific tools and patterns (such as AD FS, Windows Server Active Directory, and Windows Hello for Business) without mentioning Linux or cross-platform alternatives. Examples and guidance are focused on Windows environments, and there are no Linux-specific instructions or parity in the described features. The document assumes a Windows-centric infrastructure, especially for hybrid and on-premises scenarios.
Recommendations
  • Include equivalent guidance and examples for Linux-based identity infrastructure, such as integration with Samba (for Active Directory compatibility), or mention how Linux servers can participate in Microsoft Entra ID scenarios.
  • When referencing tools like AD FS or Windows Hello for Business, provide notes or links about cross-platform or open-source alternatives, or clarify if features are Windows-only.
  • Add examples or documentation links for configuring Microsoft Entra ID features from Linux environments, such as using Azure CLI, REST APIs, or cross-platform PowerShell Core.
  • Explicitly state platform limitations and provide guidance for organizations with mixed Windows and Linux environments.
  • Ensure that recommendations for monitoring, authentication, and self-service features include instructions or compatibility notes for Linux-based systems and users.
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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 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased