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 notable Windows bias. All concrete extension sequencing examples using Azure PowerShell and Azure CLI are explicitly for Windows-based scale sets, referencing Windows-specific extensions (ApplicationHealthWindows, CustomScriptExtension for Windows). There are no Linux-based extension examples, nor are Linux equivalents (e.g., ApplicationHealthLinux, CustomScriptExtension for Linux) mentioned. Windows tools and patterns (PowerShell, Windows extension names) are presented exclusively, and always before any Linux alternatives (which are absent).
Recommendations
  • Add parallel examples for Linux-based scale sets, using Linux-specific extensions (e.g., ApplicationHealthLinux, CustomScriptExtension for Linux).
  • Explicitly mention that extension sequencing applies to both Windows and Linux scale sets.
  • Provide CLI and PowerShell commands for Linux scenarios, including relevant extension names and settings.
  • Reference documentation for Linux extensions alongside Windows ones.
  • Avoid language that implies Windows is the default or only supported platform.
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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