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 exhibits Windows bias by providing JSON examples that specify Windows OS types, Windows disk images, and Windows-specific configuration fields (e.g., 'windowsConfiguration', 'timeZone', 'MicrosoftWindowsServer'). There are no equivalent Linux-focused examples, nor are Linux-specific configuration fields or images shown. The ordering and content of examples prioritize Windows, despite the page being for 'virtual-machines-linux'.
Recommendations
  • Add parallel examples using Linux OS types (e.g., 'osType': 'Linux'), Linux disk images, and Linux-specific configuration fields (such as 'linuxConfiguration').
  • Include sample ARM templates and REST API payloads for provisioning Linux VMs and VMSS, with appropriate image references (e.g., Ubuntu, CentOS).
  • Ensure that both Windows and Linux examples are presented side-by-side or in alternating order, or prioritize Linux examples when the documentation is for Linux services.
  • Explicitly mention Linux-specific considerations or differences in user data handling, if any.
  • Review all code samples and configuration blocks to ensure Linux parity and visibility.
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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 Clean Clean

Flagged Code Snippets