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 virtual machine image in the main example, and only describing connection via Remote Desktop Protocol (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 or using SSH, which is standard for Linux/macOS users.
Recommendations
  • Include Linux VM image options in the lab creation example, such as Ubuntu or CentOS.
  • Provide instructions for connecting to Linux VMs using SSH, including example commands for Windows, Linux, and macOS clients.
  • Mention software installation examples relevant to Linux environments (e.g., installing Python or VS Code on Ubuntu).
  • Clarify that Azure Lab Services supports both Windows and Linux VM images, and link to documentation on supported images.
  • Ensure screenshots and walkthroughs are not exclusively Windows-centric, or provide parallel Linux examples.
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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