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 consistently uses Windows-centric examples and references, such as the 'vm-simple-windows' template and Windows image parameters, without providing equivalent Linux-focused examples or parameters. All JSON code samples use Windows images, and the only referenced quickstart template in the walkthrough is for Windows. Linux is only mentioned in the 'Next steps' section as a link, not in the main instructional content.
Recommendations
  • Provide parallel Linux VM examples throughout the document, including JSON snippets referencing Linux images and parameters.
  • Reference both Windows and Linux quickstart templates when illustrating template changes and comparisons.
  • Include explanations of any Linux-specific considerations (e.g., osType, imageReference) in the template sections.
  • Alternate or balance the order of Windows and Linux examples to avoid implicit prioritization.
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Scan History

Date Scan Status Result
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Biased Biased
2026-01-06 22:28 #80 completed Biased Biased

Flagged Code Snippets