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 exhibits Windows bias by exclusively referencing Windows 11 Pro as the virtual machine image in the main example, and by only describing remote desktop (RDP) connection methods, which are most commonly associated with Windows environments. There are no examples or guidance for creating labs with Linux VM images, nor are there instructions for connecting to Linux VMs (e.g., via SSH), which may hinder Linux/macOS users or those wishing to use Linux-based labs.
Recommendations
  • Include examples for creating labs with Linux VM images (e.g., Ubuntu, CentOS) alongside Windows examples.
  • Provide instructions for connecting to Linux VMs, such as using SSH, and mention cross-platform tools (e.g., VS Code Remote, Terminal, PuTTY, etc.).
  • Clarify that Azure Lab Services supports both Windows and Linux VM images, and link to documentation listing available images.
  • Present Windows and Linux options in parallel, rather than defaulting to Windows-first in examples and screenshots.
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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