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 moderate Windows bias. Windows tools and patterns (such as Azure PowerShell and Windows Failover Cluster) are mentioned before or alongside Linux equivalents, and Windows-specific scenarios are described in detail. While Linux is referenced (especially SUSE and Red Hat), examples and operational instructions often default to Windows-first or PowerShell-heavy approaches, with Linux-specific guidance sometimes relegated to linked documents or notes. There are few explicit Linux command-line examples, and some operational steps (e.g., VM deployment, network configuration) mention PowerShell before Azure CLI or Linux-native methods.
Recommendations
  • Ensure Linux CLI (bash, Azure CLI) examples are provided alongside or before PowerShell examples for all operational steps.
  • Where Windows-specific tools or patterns (e.g., Windows Failover Cluster, SOFS) are described, provide equal detail for Linux equivalents (e.g., Pacemaker, SBD).
  • Add explicit Linux command-line examples for common tasks such as VM deployment, storage configuration, and network setup.
  • Review all sections for Windows-first ordering and alternate with Linux-first or neutral ordering.
  • Clarify when instructions are OS-specific, and avoid assuming Windows as the default unless justified by usage statistics.
  • Expand troubleshooting and backup/restore sections to include Linux-native tools and workflows.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased