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_tools
windows_first
powershell_heavy
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 alongside or before Linux equivalents, and there is a lack of explicit Linux command examples for common operations. While Linux is referenced (especially for SUSE and Red Hat deployments), Windows-centric tools and terminology (e.g., PowerShell, Windows Server SOFS, Windows failover cluster) are often presented first or exclusively, and Linux-specific operational guidance is less detailed or omitted.
Recommendations
  • Provide Linux CLI (bash, Azure CLI) examples for all operations where PowerShell is mentioned.
  • Ensure Linux tools and patterns (e.g., Pacemaker, mdadm, LVM) are described with equal detail and prominence as Windows equivalents.
  • When listing deployment methods (Azure portal, PowerShell, CLI), alternate the order or explicitly highlight Linux-first approaches where appropriate.
  • Add explicit Linux command-line examples for VM management, storage configuration, and networking setup.
  • Include troubleshooting and operational guidance for Linux environments, not just Windows (e.g., systemd, journald, SELinux, etc.).
  • Where Windows-specific technologies (e.g., SOFS, failover cluster) are referenced, provide direct Linux alternatives and cross-link to relevant Linux documentation.
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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