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 provides step-by-step instructions for creating a lab and adding a VM in Azure DevTest Labs, but when guiding users to add a VM, it exclusively uses 'Windows Server 2019 Datacenter' as the example base image. There are no examples or mentions of Linux VM images, nor are there instructions or screenshots showing Linux-specific configuration options. This creates a subtle bias toward Windows, potentially leading Linux users to believe that only Windows VMs are supported or recommended.
Recommendations
  • Include explicit examples and screenshots for creating a Linux VM (e.g., Ubuntu, CentOS) alongside the Windows example.
  • Mention that both Windows and Linux images are supported and highlight any Linux-specific configuration options (e.g., SSH key setup instead of password).
  • Add notes or tips for Linux users regarding best practices for VM configuration, such as using SSH keys and selecting appropriate artifacts.
  • Ensure that references to VM base images do not default to Windows unless Windows is required for the scenario.
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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 Biased Biased
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