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 demonstrates a Windows bias by exclusively using Windows Server 2022 Datacenter as the example virtual machine image when creating a lab. There are no examples or mentions of Linux-based images or instructions for Linux users. The documentation does not provide parity in showcasing Linux options or workflows, which may lead users to believe that only Windows environments are supported or recommended.
Recommendations
  • Include Linux-based virtual machine images (e.g., Ubuntu, CentOS) as example options alongside Windows in the lab creation steps.
  • Provide a brief note or table listing both Windows and Linux image options available in Azure Lab Services, with links to further documentation.
  • Add example scenarios or screenshots that demonstrate creating and connecting to a Linux VM, including any differences in credential setup (e.g., SSH keys vs. passwords).
  • Clarify in the prerequisites or relevant sections that both Windows and Linux environments are supported, and link to guidance for each.
  • Ensure troubleshooting and next steps sections mention Linux-specific considerations where relevant.
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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