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 subtle Windows bias by referencing Windows-specific scenarios (such as creating images from Windows confidential VMs) before mentioning Linux equivalents, and by not providing explicit Linux-focused examples or guidance. While there are some links to Linux generalization steps, the overall flow and examples are not balanced between Windows and Linux, and Linux-specific considerations are not highlighted.
Recommendations
  • Add explicit Linux-focused examples and scenarios alongside Windows examples, especially when discussing image creation and generalization.
  • Ensure that references to generalization steps for both Linux and Windows are given equal prominence and are mentioned together, rather than Windows first.
  • Include notes or sections that address Linux-specific requirements or caveats for confidential VMs, such as supported distributions, kernel versions, or configuration steps.
  • Where possible, provide parity in screenshots or step-by-step instructions for both Windows and Linux VM images.
  • Review the order of presentation to avoid consistently mentioning Windows before Linux, and strive for a neutral or alternating order.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased