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 assumes the use of Windows-based AD FS management tools (Server Manager, AD FS Management console) and provides only GUI-based instructions specific to Windows environments. There are no Linux or cross-platform command-line alternatives, nor any mention of how to perform equivalent steps on non-Windows systems. The documentation also references Windows-specific endpoints and concepts before any mention of general OpenID Connect standards.
Recommendations
  • Provide PowerShell and command-line alternatives for AD FS configuration, and clarify if these can be run on non-Windows platforms (e.g., via Windows Admin Center, remote management, or cross-platform tools).
  • Explicitly state that AD FS is a Windows Server role and clarify any platform limitations early in the prerequisites.
  • If possible, mention or link to open-source or Linux-compatible alternatives to AD FS for OpenID Connect integration.
  • Add a note or section explaining that the described steps require access to a Windows Server environment, and offer guidance for users working in mixed or non-Windows environments.
  • Where possible, use OpenID Connect terminology and standards first, then describe how AD FS implements them, to reduce Windows-centric framing.
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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
2026-01-12 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