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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a clear Windows bias. All examples and instructions for managing Active Directory objects (OU creation, user creation, permissions) are provided using Windows GUI tools (Active Directory Users and Computers) and PowerShell cmdlets. There are no equivalent instructions or examples for performing these tasks from Linux environments or using cross-platform tools. The prerequisite steps assume the presence of a Windows domain controller and reference a Windows-specific guide for domain controller setup.
Recommendations
  • Provide equivalent instructions for managing Active Directory objects using cross-platform tools such as ldapadd, ldapmodify, or samba-tool, which can be used from Linux environments.
  • Include examples for creating OUs and users via LDAP commands or scripts that work on Linux.
  • Reference documentation or guides for setting up Active Directory-compatible services (e.g., Samba AD DC) on Linux, in addition to Windows Server.
  • Clearly indicate which steps require Windows-only tools and suggest alternatives for Linux administrators.
  • Ensure parity in screenshots and step-by-step instructions for both Windows and Linux environments where possible.
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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