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 exclusively referencing Windows-centric tools and concepts (such as Active Directory, Microsoft Entra Connect, and Privileged Access Workstations), and by omitting Linux or cross-platform equivalents for identity management, authentication, and privileged access. There are no examples or guidance for Linux-based environments, and Windows patterns are assumed as the default throughout.
Recommendations
  • Include examples and guidance for integrating Linux-based identity providers (such as LDAP, FreeIPA, or SSSD) with Azure and Microsoft Entra ID.
  • Provide parity in privileged access workstation recommendations by mentioning secure Linux workstation configurations and hardening guides.
  • Discuss cross-platform authentication agents and tools (e.g., Azure CLI, Microsoft Entra authentication libraries) that work on Linux and macOS, not just Windows.
  • Reference Linux-compatible password protection and self-service password reset solutions, or clarify limitations.
  • Add explicit notes or sections for organizations with predominantly Linux or mixed-OS environments, outlining best practices and supported scenarios.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased