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 and feature comparison for orchestration modes in Azure Virtual Machine Scale Sets. It generally maintains OS neutrality, but there is a minor bias in the order of presenting operating system support: Windows is mentioned before Linux in several places (e.g., 'Mix operating systems | Yes, Linux and Windows can reside in the same Flexible scale set'). Additionally, the only explicit command-line example uses Azure CLI, which is cross-platform, and there are no PowerShell-only or Windows-specific tools referenced. However, in the Backup and Recovery section, Azure Site Recovery is noted as 'Yes (via PowerShell)' for Flexible orchestration, which may imply a Windows-centric approach, but this is a feature limitation rather than a documentation bias.
Recommendations
  • Where OS support is discussed, alternate the order (e.g., 'Linux and Windows' vs 'Windows and Linux') or clarify parity.
  • If Azure Site Recovery is available via CLI or REST for Linux, mention those options; if not, clarify the limitation.
  • Consider adding explicit Linux/macOS usage notes or examples where relevant, especially for extension installation or application health monitoring.
  • Ensure that future command-line examples include both Azure CLI and PowerShell (if applicable), and clarify cross-platform compatibility.
GitHub Create Pull Request

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