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 demonstrates a moderate Windows bias. While it is focused on SAP HANA (which is Linux-centric), Windows tools and patterns are often mentioned first or exclusively (e.g., Azure PowerShell cmdlets are listed before Azure CLI, and Windows Server SOFS and failover clustering are referenced in high-availability scenarios). There is a lack of explicit Linux command-line or scripting examples, and some operational instructions (such as VM deployment) mention PowerShell before CLI, which is more commonly used in Linux environments. Although Linux is referenced (especially for SUSE and Red Hat), practical Linux-centric operational examples are sparse.
Recommendations
  • When listing deployment methods, mention Azure CLI before or alongside Azure PowerShell, as CLI is cross-platform and preferred by many Linux users.
  • Provide explicit Linux shell command examples (e.g., using az CLI, bash scripts, or relevant Linux tools) for common operations such as VM deployment, storage configuration, and network setup.
  • For high-availability and clustering, ensure Linux-first examples and guidance are given, especially since SAP HANA is most often deployed on Linux.
  • When referencing Windows-specific tools or patterns (e.g., Windows Server SOFS, Windows failover cluster), always provide equivalent Linux solutions (e.g., Pacemaker, NFS, or Linux clustering) and ensure they are given equal prominence.
  • Add more Linux-focused troubleshooting and operational guidance, such as systemd service management, log file locations, and common Linux networking commands.
  • Review the ordering of instructions and examples to avoid implicit prioritization of Windows tools or 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