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
powershell_heavy
Summary
The documentation exhibits a moderate Windows bias: Windows operating systems and tools are mentioned first and more prominently, especially in the Azure portal section, which is only available for Windows VMs. Windows-specific tools like PowerShell and Group Policy are referenced before Linux equivalents. However, Linux support is present via scripts and Ansible, and Linux instructions are included in the manual installation section.
Recommendations
  • Explicitly state Linux support and parity in the introduction and relevant sections.
  • Provide Linux examples and instructions alongside Windows, not after or as exceptions.
  • List Linux automation tools (e.g., Ansible, shell scripts) before or alongside Windows tools (e.g., PowerShell, Group Policy) in out-of-band methods.
  • Clarify which features are Windows-only and offer alternative workflows for Linux users.
  • Add screenshots and walkthroughs for Linux VM onboarding where possible.
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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
2026-01-14 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