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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Windows-centric technologies and patterns (Active Directory, Windows Hello, IIS, AD FS) without mentioning Linux equivalents or alternatives. Examples and terminology are oriented toward Windows environments, and there is a lack of guidance for Linux-based identity management, authentication, or device registration scenarios.
Recommendations
  • Include examples and guidance for integrating Linux-based systems with Microsoft Entra ID, such as using SSSD, Kerberos, or LDAP for authentication.
  • Mention Linux-compatible authentication methods (e.g., PAM modules, FIDO2 keys on Linux, certificate-based authentication for Linux clients).
  • Provide instructions or references for registering and managing Linux devices with Microsoft Entra ID.
  • When discussing hybrid identity, reference how Linux servers or non-Windows systems can participate or be managed.
  • Balance references to Windows-specific tools (e.g., Windows Hello, IIS, AD FS) with Linux alternatives (e.g., Apache, NGINX, Linux desktop authentication).
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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 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