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
Summary
The documentation is generally neutral and cross-platform, describing orchestration modes for Azure Virtual Machine Scale Sets without explicit Windows bias. However, in the 'Managed Identity' row of the comparison table, the link for configuring User Assigned Identity points to a Windows VMSS-specific guide, and the order of mention for Linux and Windows in 'Mix operating systems' puts Windows first. There are no PowerShell-only examples, Windows tools, or missing Linux examples. The Azure CLI is used for command-line examples, which is cross-platform.
Recommendations
  • Update the 'Managed Identity' link to reference both Linux and Windows VMSS configuration guides, or use a neutral landing page.
  • In 'Mix operating systems', mention Linux first or clarify parity.
  • Review linked guides and ensure Linux parity in referenced documentation.
  • Explicitly state that all features and examples apply equally to Linux and Windows unless otherwise noted.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Clean Clean
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Clean Clean
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Clean Clean
2026-02-08 00:00 #356 completed Clean Clean
2026-02-05 00:00 #344 completed Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
2026-02-03 00:00 #336 completed Clean Clean
2026-02-02 00:00 #332 completed Clean Clean
2026-02-01 00:00 #328 completed Clean Clean
2026-01-31 00:00 #324 completed Clean Clean
2026-01-30 00:00 #320 completed Clean Clean
2026-01-27 00:00 #308 completed Clean Clean
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets