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 is heavily oriented toward Windows environments, specifically AD FS (Active Directory Federation Services), which is a Windows Server feature. All configuration steps reference Windows-only tools (Server Manager, AD FS Management), and there are no Linux/macOS equivalents or alternative approaches mentioned. The instructions and screenshots assume a Windows GUI, and there is no mention of command-line or cross-platform methods. Linux users cannot complete the AD FS setup as described.
Recommendations
  • Explicitly state that AD FS is a Windows Server feature and clarify platform requirements early in the documentation.
  • Provide guidance or links for Linux/macOS users on alternative identity providers or cross-platform OpenID Connect implementations.
  • If possible, include PowerShell and command-line examples for AD FS setup to support automation and remote management, and clarify their platform limitations.
  • Mention open-source or non-Windows options for similar scenarios, such as using Keycloak, IdentityServer, or other OpenID Connect providers.
  • Add a comparison table or section outlining platform support and alternatives for non-Windows environments.
GitHub Create Pull Request

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
2026-01-12 00:00 #243 cancelled 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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Biased Biased
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets