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-first bias: all configuration examples use Windows images (e.g., 'cycle.image.win2022', 'MicrosoftWindowsServer:WindowsServer:2022-datacenter-g2:latest'), and there are no equivalent examples for Linux images. Although the table lists Linux images as available, the practical usage examples exclusively reference Windows, potentially leading Linux users to feel unsupported or less prioritized.
Recommendations
  • Add configuration examples using popular Linux images (e.g., Ubuntu, AlmaLinux, SLES) alongside or before Windows examples.
  • Alternate the order of examples to sometimes show Linux first, or provide parallel examples for both platforms.
  • Explicitly mention that all image types (Windows and Linux) can be specified using the same parameters.
  • Include a note or section clarifying Linux support and providing guidance for common Linux scenarios.
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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
2026-01-12 00:00 #243 cancelled 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets