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
powershell_heavy
windows_first
Summary
The documentation page exhibits Windows bias by relying on Windows-centric tools (Active Directory, RSAT), providing PowerShell commands for key configuration steps, and referencing Windows patterns (AD DS, gMSA) without Linux equivalents. The instructions for setting Kerberos encryption type on computer accounts are given only in PowerShell, and mention running the command from a domain controller or a PC with RSAT installed, both Windows-specific environments. There is no mention of how to perform equivalent steps from a Linux environment or with cross-platform tools.
Recommendations
  • Provide equivalent instructions for configuring Kerberos encryption type using Linux-native tools (e.g., ldapmodify, samba-tool, or other LDAP utilities).
  • Include examples of managing Active Directory computer accounts from Linux, such as using openldap or samba.
  • Clarify whether all steps requiring PowerShell/RSAT can be performed from Linux, and if so, provide those steps.
  • Mention cross-platform alternatives for AD DS and gMSA, or note any limitations for Linux-only environments.
  • Ensure that Linux examples are given equal prominence and detail as Windows examples, especially for administrative tasks.
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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
2025-09-14 00:00 #111 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-14 21:48 #50 completed Biased Biased
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