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 exhibits a moderate Windows bias. Windows-specific tools and procedures (e.g., PowerShell scripts for latency testing, Windows Server Failover Clustering) are mentioned first or exclusively in several places. While Linux is referenced (e.g., SUSE Pacemaker, Red Hat guides), Windows examples and tools are often given priority, and some automation examples (like the latency test) are only provided for PowerShell, with no equivalent Linux shell script. The 'Next steps' section lists only Windows clustering guides, omitting Linux equivalents.
Recommendations
  • Provide equivalent Linux shell script examples for key automation tasks, such as network latency measurement, alongside PowerShell scripts.
  • Ensure that Linux high availability solutions (e.g., Pacemaker, Corosync) are described with equal detail and prominence as Windows Server Failover Clustering.
  • In 'Next steps', include links to Linux clustering guides (e.g., SUSE Pacemaker, Red Hat HA) to match the Windows resources.
  • When referencing tools or procedures, present both Windows and Linux options together, or alternate which is mentioned first.
  • Where possible, offer cross-platform guidance for Azure-specific features (e.g., load balancer setup, disk configuration) to avoid implicit prioritization of Windows workflows.
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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
2025-09-11 00:00 #108 completed 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