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 referencing AD FS management via Server Manager and GUI tools, which are only available on Windows. There are no Linux or cross-platform alternatives provided for AD FS setup, nor are command-line or script-based examples (such as PowerShell or CLI) included. The documentation assumes the reader is operating in a Windows Server context and does not mention Linux-based identity providers or AD FS alternatives, nor does it provide parity for Linux administrators.
Recommendations
  • Add instructions or references for managing AD FS via PowerShell, which can be run remotely and may be scriptable from non-Windows environments.
  • Explicitly state that AD FS is a Windows-only technology and suggest alternatives for Linux environments, such as using other OpenID Connect providers (e.g., Keycloak, IdentityServer, or Authentik).
  • Provide examples or links for configuring OpenID Connect identity providers on Linux, and how to integrate them with Azure AD B2C using custom policies.
  • Include a section comparing AD FS with cross-platform OpenID Connect providers, and guidance for users who may not have access to Windows infrastructure.
  • Where possible, offer REST API or configuration file-based instructions that do not require Windows GUI tools.
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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