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_tools
windows_first
Summary
The documentation page demonstrates some Windows bias, primarily through the explicit mention of Windows clustering and Windows failover cluster tools before or alongside Linux equivalents (Pacemaker). Windows-specific scenarios, such as SQL Server on Windows and Windows failover clustering, are referenced in both the main text and the change log. However, Linux platforms (SLES, RHEL) and tools (Pacemaker) are also well-represented, especially in high availability and automation sections. There is a tendency to mention Windows solutions and tools first or with more detail, and some examples or guides are Windows-specific without always providing equivalent Linux instructions.
Recommendations
  • Ensure that every Windows-specific example or guide has a Linux equivalent, especially for common scenarios like clustering, storage configuration, and identity integration.
  • Present Linux and Windows options in parallel, rather than listing Windows first or exclusively.
  • Expand automation and deployment examples to include Linux-native tools and scripts where possible.
  • Where Windows tools (e.g., failover clustering, PowerShell) are referenced, provide links or instructions for Linux alternatives (e.g., Pacemaker, shell scripts).
  • Review documentation for subtle ordering bias (Windows-first) and alternate the order or group by scenario rather than OS.
  • Add explicit parity statements to assure users that Linux is fully supported and provide cross-references between Windows and Linux guides.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean