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 consistently uses Windows Server as the example operating system for virtual machine creation, both in the Azure Portal and in CLI/PowerShell instructions. There are no examples or instructions for creating or managing Linux-based VMs, nor any mention of Linux-specific considerations. This creates a subtle but notable bias toward Windows, potentially leaving Linux users without direct guidance for their scenarios.
Recommendations
  • Add parallel examples for creating and managing Linux virtual machines (e.g., using Ubuntu or CentOS images) in all sections where VM creation is demonstrated.
  • Explicitly mention that the steps apply to both Windows and Linux VMs, and highlight any differences in network security group configuration or diagnostics relevant to Linux.
  • Where VM image selection is shown, provide both Windows and Linux options, or use a generic placeholder and explain how to select either.
  • Include notes or links to Linux-specific troubleshooting or diagnostic procedures if any exist.
GitHub Create Pull Request

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

Flagged Code Snippets