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
missing_linux_example
Summary
The documentation exhibits Windows bias by referencing Windows-specific tools (ktpass.exe), providing PowerShell scripts, and detailing password reset steps using Windows GUI tools (Server Manager, Active Directory Users and Computers). While a bash script is mentioned, the Windows approach (PowerShell/ktpass.exe) is listed alongside and Windows GUI instructions are given for password changes, with no Linux or cross-platform alternatives for domain management. There is no mention of Linux-based Active Directory management or equivalent CLI tools for password resets.
Recommendations
  • Provide explicit Linux-based instructions for resetting Active Directory passwords, such as using 'samba-tool' or 'ldapmodify' on Linux domain controllers.
  • List Linux/bash examples before or alongside Windows/PowerShell examples to avoid Windows-first ordering.
  • Mention Linux equivalents for Windows tools like 'ktpass.exe', such as 'ktutil' or 'adutil', and clarify their usage.
  • Include screenshots or CLI output for Linux-based management tools where Windows GUI screenshots are used.
  • Clarify which steps are platform-specific and offer parity for both Windows and Linux environments.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased