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
missing_linux_example
Summary
The documentation demonstrates a bias towards Windows by exclusively using Windows Server as the VM image in the scale set creation steps, with no mention or example of Linux-based images. All configuration steps are performed via the Azure portal, which is cross-platform, but the only OS-specific reference is Windows, and there are no Linux alternatives or parity notes.
Recommendations
  • Include examples using popular Linux distributions (e.g., Ubuntu, CentOS) when creating VM scale sets.
  • Add a note clarifying that Linux images are supported and provide guidance for Linux-specific configuration if needed.
  • Show parallel steps or screenshots for Linux-based VM scale sets where OS-specific settings may differ (e.g., SSH key authentication instead of password).
  • Ensure that any OS-specific guidance (e.g., administrator account setup) covers both Windows and Linux scenarios.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean