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 Windows bias in several ways: Windows-specific tools and configurations (e.g., Active Directory, Windows Failover Cluster, SQL Server Always On) are frequently mentioned first or in greater detail, with Linux equivalents (such as Pacemaker) often listed after or with less emphasis. Some examples and recommendations are Windows-centric, and certain features (like multi-SID clustering) are described in more depth for Windows than for Linux. There are also cases where Linux examples or tool references are missing or less detailed, especially for high availability and storage scenarios.
Recommendations
  • Ensure Linux-based examples (e.g., Pacemaker, DRBD, GlusterFS) are presented with equal prominence and detail as Windows solutions.
  • Where Windows tools or patterns are mentioned (e.g., Active Directory, Failover Cluster), provide direct Linux equivalents (e.g., LDAP, Pacemaker) and link to their documentation.
  • Avoid listing Windows solutions first by default; alternate or group by OS to avoid implicit prioritization.
  • Expand documentation for Linux multi-SID clustering, high availability, and disaster recovery scenarios to match the depth provided for Windows.
  • Include explicit Linux command-line or configuration examples (not just references) where Windows/PowerShell examples are given.
  • Clarify any limitations or gaps for Linux and provide guidance or workarounds where possible.
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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