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 several signs of Windows bias. Windows-specific tools, examples, and references (such as Windows Server Failover Clustering and PowerShell scripts) are mentioned before or more prominently than their Linux equivalents. The 'Next steps' section exclusively lists Windows failover cluster guides, omitting Linux cluster equivalents. Where automation is discussed, only PowerShell is referenced, with no mention of Bash or Linux-native tooling. Although Linux is referenced in some supporting documents, the main text and actionable guidance favor Windows approaches.
Recommendations
  • Add equivalent Linux automation examples (e.g., Bash scripts) alongside PowerShell references for tasks such as latency measurement.
  • Include Linux Pacemaker cluster setup guides in the 'Next steps' section, ensuring parity with Windows cluster documentation.
  • When discussing failover cluster solutions, mention Linux Pacemaker and its configuration steps alongside Windows Server Failover Clustering.
  • Ensure that references to tools (e.g., load balancers, fencing agents) include both Windows and Linux usage patterns and links.
  • Review all examples and procedures to provide both Windows and Linux command-line instructions where relevant.
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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