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 page demonstrates a Windows bias by exclusively referencing Windows-based tools (AD FS Management, Server Manager), providing step-by-step instructions for GUI configuration in Windows environments, and omitting any mention of Linux equivalents or command-line alternatives. All examples and workflows assume the use of Windows Server and AD FS, with no guidance for Linux-based identity providers or cross-platform scenarios.
Recommendations
  • Include instructions or references for configuring OpenID Connect identity providers using cross-platform or Linux-based tools (e.g., Shibboleth, Keycloak, or other SSO solutions).
  • Provide PowerShell and command-line examples alongside GUI steps, and mention if these can be run on non-Windows platforms (e.g., via Azure CLI, REST API, or other automation tools).
  • Add a section comparing AD FS with Linux-compatible alternatives, and clarify which steps are specific to Windows environments.
  • Explicitly state the platform requirements and limitations at the beginning of the documentation.
  • Where possible, link to documentation for configuring OpenID Connect providers on Linux or in cloud-native environments.
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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