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_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: Windows authentication scenarios and tools (Active Directory Sites and Services) are described first and in detail, with Linux scenarios mentioned only briefly. All configuration examples and screenshots use Windows-only tools, and there are no equivalent Linux/macOS instructions or examples for managing AD DS site topology. The documentation references Windows-specific utilities and guidance, and omits Linux-native approaches for AD DS integration and troubleshooting.
Recommendations
  • Provide Linux/macOS equivalent instructions for AD DS site topology management, such as using Samba tools or relevant command-line utilities.
  • Include examples and screenshots for Linux-based AD DS integration and troubleshooting, e.g., using 'samba-tool', 'ldapsearch', or Kerberos configuration on Linux.
  • Mention and link to cross-platform tools and documentation where possible, not just Windows Server or Windows utilities.
  • Present authentication scenarios for Linux and Windows clients with equal detail, including step-by-step guidance for Linux Kerberos/LDAP integration.
  • Add troubleshooting guidance for Linux/macOS clients, not just Windows.
  • Avoid presenting Windows tools and patterns first; alternate or parallel presentation for both platforms is preferable.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased