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 page demonstrates a strong Windows bias by exclusively referencing Windows-specific tools (Active Directory Users and Computers MMC, PowerShell), providing only Windows-based examples and screenshots, and omitting any guidance for Linux or cross-platform environments. There are no instructions for performing equivalent tasks on Linux (e.g., using Samba, ldap-utils, or cross-platform AD management tools), nor is there mention of how to interact with AD from non-Windows systems.
Recommendations
  • Add instructions and examples for managing Active Directory objects from Linux systems, such as using ldapadd, ldapmodify, or Samba tools.
  • Include cross-platform PowerShell (PowerShell Core) examples and clarify any differences when running on Linux/macOS.
  • Reference Azure Active Directory and hybrid scenarios where AD management may be performed from cloud or Linux-based environments.
  • Provide links or guidance for setting up and managing AD from Linux, including open-source tools and best practices.
  • Reorder examples so that cross-platform or Linux methods are presented alongside or before Windows-specific instructions.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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

Flagged Code Snippets