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 page demonstrates a Windows bias by exclusively referencing Windows 11 Pro as the VM image in the main example, and by only describing connection via Remote Desktop (RDP), which is most commonly associated with Windows environments. There are no examples or mentions of Linux VM images, nor instructions for connecting to Linux-based VMs (e.g., via SSH). All customization and connection steps assume a Windows VM and workflow.
Recommendations
  • Include Linux VM image options (e.g., Ubuntu, CentOS) in the 'Create a lab' section alongside Windows.
  • Provide parallel instructions for connecting to Linux VMs (e.g., using SSH) in the 'Customize the lab template' section.
  • Add examples of installing software relevant to Linux environments (e.g., Python, gcc) in the customization steps.
  • Clarify that Azure Lab Services supports both Windows and Linux VM images, and link to documentation for both.
  • Ensure screenshots and field descriptions do not exclusively reference Windows unless the tutorial is specifically Windows-focused.
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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