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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing examples and instructions primarily for Windows-based scale sets, referencing Windows-specific extensions (ApplicationHealthWindows, CustomScriptExtension for Windows), and using Windows-centric tools (PowerShell, Windows extension types) without showing equivalent Linux examples or mentioning Linux extension types. Both the Azure PowerShell and Azure CLI examples are explicitly for Windows-based scale sets, and there is no guidance for Linux-based scale sets or Linux extensions.
Recommendations
  • Add parallel examples for Linux-based scale sets, using Linux-specific extensions (e.g., ApplicationHealthLinux, CustomScriptExtension for Linux).
  • Explicitly mention the applicability of extension sequencing to Linux VMSS and provide sample ARM templates, REST API payloads, PowerShell, and CLI commands for Linux scenarios.
  • Ensure that documentation references both Windows and Linux extension types and links to their respective documentation.
  • Where possible, present examples for both platforms side by side or clarify platform-specific differences.
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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 Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets