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
missing_linux_example
Summary
The documentation page exhibits a Windows bias in several ways. Windows-specific concepts (e.g., Windows VM Administrators group, domain join for Windows VMs) are mentioned explicitly, while Linux equivalents (such as sudoers or Linux domain join) are absent. Windows-related artifact parameters appear before Linux ones in the artifact table, and examples or explanations for Linux are minimal or missing. No Linux-specific administrative group or domain join instructions are provided, and the overall flow assumes familiarity with Windows management patterns.
Recommendations
  • Add Linux-specific examples and explanations, such as how to manage Linux VM administrator groups (e.g., sudoers or wheel group) and domain join equivalents (e.g., Azure AD Join for Linux, or integration with LDAP/SSSD).
  • Ensure Linux-related artifact parameters are presented with equal prominence and detail as Windows ones, including administrative group management and security controls.
  • Provide parity in instructions for both Windows and Linux VM management, including explicit mention of Linux tools, patterns, and configuration steps.
  • Consider reordering artifact tables or sections so that Linux and Windows examples alternate or are grouped together for easy comparison.
  • Include links to Linux-specific documentation where appropriate, such as managing identities, logging, and security on Linux VMs in Azure.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased