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_arm_template_example
Summary
The documentation covers both Windows and Linux virtual machines, and provides parity across API, Portal, CLI, and PowerShell examples. However, the ARM template section only demonstrates Windows VM creation, omitting an explicit Linux VM example. Additionally, the ARM template parameters and image references are Windows-centric, and Windows images are listed first. CLI examples do use Ubuntu images, but the ARM template is Windows-only.
Recommendations
  • Add an ARM template example for associating a Linux VM (e.g., Ubuntu) to a capacity reservation group, or extend the existing template to show both Windows and Linux image options.
  • In the ARM template section, clarify that the template can be adapted for Linux VMs and provide guidance or links for doing so.
  • Consider listing both Windows and Linux image options in the ARM template parameters, or provide a note about how to change the image for Linux VMs.
  • When listing image references or parameters, alternate or balance Windows and Linux examples to avoid 'windows_first' bias.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-01-14 00:00 #252 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets