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 is heavily oriented toward Windows environments, specifically referencing AD FS management via Server Manager and GUI steps that are only available on Windows. There are no examples or instructions for configuring AD FS from Linux or cross-platform tools, nor are PowerShell or command-line alternatives provided. The documentation assumes the reader is using Windows Server and its graphical tools, with no mention of Linux-compatible approaches or open-source equivalents.
Recommendations
  • Provide command-line instructions (e.g., PowerShell, Windows CMD) for AD FS configuration, which could be run remotely or scripted.
  • Clarify whether AD FS management can be performed via REST APIs or other cross-platform tools, and provide examples if available.
  • Explicitly state that AD FS is a Windows-only technology, but suggest alternatives for Linux environments (such as using other OpenID Connect providers).
  • Add a note or section for users on non-Windows platforms, explaining their options and any limitations.
  • Where possible, link to documentation for configuring OpenID Connect providers on Linux, or suggest open-source equivalents.
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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