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 page exhibits a moderate Windows bias. Windows-specific tools and patterns (such as Windows Server Failover Cluster and SMB/UNC path usage) are described in detail, often before or with more emphasis than their Linux equivalents. Windows deployment and high availability solutions are presented first, with more step-by-step guidance and external references. Linux equivalents (e.g., Pacemaker for HA, NFS for storage) are mentioned but with less detail and fewer practical examples. Certain features (like Azure shared disks) are described as Windows-only, and backup examples use Windows-specific paths, with no Linux path examples provided.
Recommendations
  • Provide Linux-specific examples for backup and restore operations, including sample NFS mount paths and commands.
  • Ensure parity in the level of detail for high-availability setup on Linux (e.g., Pacemaker configuration steps, troubleshooting tips).
  • List Linux deployment options and tools before or alongside Windows options, rather than after.
  • Include references to Linux documentation and community resources similar to those provided for Windows.
  • Clarify limitations and alternatives for Linux users where features are Windows-only (e.g., Azure shared disks), and suggest best practices for Linux environments.
  • Add explicit Linux command-line examples (e.g., shell scripts for automation, NFS mount commands) where Windows PowerShell or UNC path examples are given.
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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