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 provides a conceptual overview of orchestration modes for Azure Virtual Machine Scale Sets and is largely platform-neutral. However, there is a minor bias in the 'Managed Identity' row of the comparison table, where the link for configuring User Assigned Identity points to a Windows VMSS-specific guide. Additionally, the Azure Site Recovery feature is noted as supported 'via PowerShell' for Flexible orchestration, which may imply a Windows-centric tool, though PowerShell is cross-platform. All examples and commands use Azure CLI or Resource Graph, which are platform-agnostic. No critical sections are Windows-only, and Linux parity is generally maintained.
Recommendations
  • Replace or supplement the User Assigned Identity link with a platform-neutral or Linux-specific guide, or clarify that the process is similar for Linux VMSS.
  • Clarify that Azure Site Recovery via PowerShell is supported on Linux/macOS as well, or provide Bash/Azure CLI alternatives if available.
  • Continue to use Azure CLI and Resource Graph for examples, and ensure any links or references are not Windows-specific unless the feature is Windows-only.
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Scan History

Date Scan Status Result
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