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
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias, primarily through frequent references to Windows-centric tools and technologies (e.g., AD FS, Windows Server Active Directory, password protection for Windows Server, Windows Hello for Business) and a lack of Linux/macOS-specific examples or guidance. Windows tools and patterns are mentioned exclusively or before any cross-platform alternatives, and there are no explicit instructions or examples for Linux or macOS environments, especially for hybrid identity scenarios and passwordless authentication.
Recommendations
  • Include examples and guidance for Linux and macOS environments, especially for hybrid identity setups and passwordless authentication.
  • Mention cross-platform alternatives to Windows-specific tools (e.g., highlight FIDO2 keys for passwordless authentication on Linux/macOS, or provide links to relevant documentation).
  • Clarify which features are available or relevant for non-Windows environments, and explicitly state any platform limitations.
  • Provide parity in step-by-step instructions, ensuring that Linux/macOS administrators can follow along without needing Windows infrastructure.
  • Add references to open standards and protocols (such as SAML, OAuth, FIDO2) that are supported across platforms.
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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