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 demonstrates a Windows bias by prioritizing Windows-related parameters and examples in the artifact parameters table (e.g., Windows VM Administrators group, Windows domain join), providing more detailed Windows-specific instructions, and lacking parity in Linux-specific examples or administrative patterns. Linux-related artifacts are present but less emphasized and lack corresponding examples for tasks like group membership or domain join.
Recommendations
  • Add Linux-specific examples and parameters where appropriate, such as managing Linux VM administrator groups or domain join equivalents (e.g., Azure AD login for Linux).
  • Ensure Linux artifacts and instructions are presented with equal detail and prominence as Windows equivalents.
  • Provide cross-platform guidance for common administrative tasks (e.g., configuring users/groups, monitoring, security) for both Windows and Linux VMs.
  • Review and update the artifact parameters table to include Linux-specific administrative controls, not just monitoring or agent deployment.
  • Avoid listing Windows parameters and examples before Linux ones; consider grouping by OS or presenting both in parallel.
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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