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 Windows GUI tools (Server Manager, AD FS Management) and omitting any Linux/macOS equivalents or command-line alternatives. All configuration steps assume access to Windows Server and its graphical interface, with no mention of how to perform these tasks on non-Windows platforms or via cross-platform tools. Windows terminology and endpoints are used exclusively, and Windows-specific documentation is referenced first and exclusively.
Recommendations
  • Provide PowerShell and command-line alternatives for AD FS management tasks, and clarify which steps can be performed remotely or via scripts.
  • Explicitly state that AD FS is a Windows Server feature and note any cross-platform limitations.
  • If possible, mention alternatives for Linux/macOS users, such as using Azure AD or other OpenID Connect providers that are cross-platform.
  • Add guidance or links for configuring OpenID Connect providers on Linux (e.g., using Keycloak, IdentityServer, etc.) for similar scenarios.
  • Clarify prerequisites regarding platform requirements early in the documentation.
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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