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 providing only Windows-based examples for specifying images (e.g., 'cycle.image.win2022', Windows Server URNs, and 'Windows 2022 DataCenter' labels) while omitting equivalent Linux examples. Although the supported image table lists both Linux and Windows images, the usage examples and guidance focus exclusively on Windows, with no demonstration of Linux image configuration.
Recommendations
  • Include Linux-based examples alongside Windows examples for specifying images, such as 'cycle.image.ubuntu22' or 'Alma Linux 8'.
  • Alternate the order of examples or provide parallel examples for both Windows and Linux to avoid implicit prioritization.
  • Add explicit guidance or notes for Linux users, such as how to specify Ubuntu or SLES images, and any Linux-specific considerations.
  • Ensure that documentation sections referencing image configuration provide equal coverage for both Windows and Linux operating systems.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets