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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows tools and patterns (such as Windows Server Failover Cluster and SMB/UNC backup paths) are described in more detail and often appear before their Linux equivalents. There are more specific instructions and examples for Windows (e.g., UNC path for backup), while Linux sections lack equivalent command-line or configuration examples. The documentation references Windows-specific tools and deployment guides more prominently, and the Windows deployment section precedes the Linux section in both structure and detail.
Recommendations
  • Provide Linux-first or parallel examples for all procedures, especially for backup/restore commands (e.g., show NFS path usage for Linux backups as is done for Windows UNC paths).
  • Include Linux-native clustering tools (e.g., Pacemaker) with equal detail and example configurations as given for Windows Server Failover Cluster.
  • Ensure that Linux deployment and high-availability solutions are described with the same depth and clarity as Windows, including links to relevant Linux documentation and guides.
  • When listing storage options, avoid presenting Windows options first or in more detail; instead, present both OS options side by side.
  • Add Linux-specific troubleshooting tips and automation scripts where Windows PowerShell or tools are mentioned.
  • Balance the order of sections so that Linux and Windows are treated equally, or use a truly parallel tabbed structure for all OS-specific content.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets