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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows-centric technologies (Active Directory, AD FS, Windows Hello for Business) and linking to Windows-specific concepts (security principals). There are no explicit Linux or cross-platform examples, and Windows tools and terminology are presented as the default or only option for identity management and device registration. Linux equivalents or guidance for non-Windows environments are missing throughout.
Recommendations
  • Include examples and guidance for Linux-based environments, such as integrating Azure identity management with Linux servers and applications.
  • Reference cross-platform authentication methods and device registration, such as using FIDO2 keys on Linux or configuring SSO for Linux-based web apps.
  • Provide links to documentation on managing identities and access for Linux and macOS devices, not just Windows domain-joined devices.
  • Mention open standards and tools (e.g., SSSD, Kerberos, LDAP) that are commonly used in Linux environments for identity management.
  • Ensure that terminology and examples do not assume a Windows-only infrastructure, and clarify support for heterogeneous environments.
GitHub Create Pull Request

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