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 Windows bias by exclusively referencing Windows 11 Pro as the virtual machine image in the main example, with no mention of Linux images or Linux-specific configuration steps. All instructions and screenshots assume a Windows environment, and remote desktop (RDP) is referenced as the sole connection method, which is most commonly used for Windows VMs. There are no examples or guidance for creating labs with Linux images, nor any mention of SSH or Linux-specific tools.
Recommendations
  • Include examples and screenshots for creating labs using popular Linux images (e.g., Ubuntu, CentOS) in addition to Windows.
  • Provide instructions for connecting to Linux VMs using SSH, alongside RDP for Windows.
  • Mention Linux-compatible software installation and configuration steps in the 'Customize the lab template' section.
  • Clarify that Azure Lab Services supports both Windows and Linux VM images, and provide guidance for choosing between them based on training needs.
  • Ensure parity in troubleshooting and user invitation steps for Linux-based labs.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased