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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ powershell_heavy
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a strong Windows bias. All administrative steps for configuring AD FS are described using Windows-specific tools such as Server Manager, AD FS Management snap-in, Event Viewer, and PowerShell cmdlets. There are no equivalent instructions or references for performing these tasks on Linux or cross-platform environments, nor are there any mentions of AD FS alternatives or SAML providers that run on Linux. Troubleshooting and log access are also described solely in terms of Windows event logs.
Recommendations:
  • Provide equivalent instructions for configuring SAML identity providers using cross-platform or Linux-based SAML solutions (e.g., Shibboleth, SimpleSAMLphp, or Keycloak).
  • Include examples of how to generate and manage certificates using Linux tools (e.g., OpenSSL) in addition to or instead of Windows tools.
  • Offer troubleshooting guidance for SAML integration that is not specific to Windows/AD FS, such as how to access logs or debug SAML assertions on Linux-based identity providers.
  • Clearly indicate that the instructions are specific to AD FS/Windows, and provide links or references to documentation for integrating with SAML providers on other platforms.
  • Where PowerShell is used, provide equivalent command-line or script examples for Linux environments if possible.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-08-13 00:00 #79 in_progress ✅ Clean
2025-07-13 21:17 #46 cancelled ❌ Biased
2025-07-13 21:11 #45 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-13 20:32 #43 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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