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
powershell_heavy
Summary
The documentation demonstrates mild Windows bias, primarily in references to Windows-centric networking concepts and tools. Notably, NIC teaming is described with a direct link to Windows Server documentation, and cluster witness configuration references Windows Failover Clustering concepts (cloud witness, file share witness) with links to Windows docs. PowerShell is mentioned as an alternative for Kubernetes workload configuration, but no Linux shell or CLI alternatives are provided. Linux/macOS-specific instructions, terminology, or examples are absent, and Windows tools/patterns are referenced before any cross-platform equivalents.
Recommendations
  • Add Linux/macOS-specific instructions or references where relevant, especially for advanced networking and clustering concepts.
  • Provide CLI examples using Bash or Azure CLI alongside PowerShell, especially for Kubernetes workload configuration.
  • Clarify whether features like NIC teaming and cluster witness are supported or relevant for Linux-based environments, and provide guidance for non-Windows users.
  • Reference cross-platform documentation (e.g., Azure CLI, Kubernetes docs) in addition to or instead of Windows Server docs.
  • Explicitly state platform requirements or limitations for each feature, so Linux/macOS users know what is or isn't supported.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased