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

Bias Types:
⚠️ windows_tools
⚠️ windows_first
⚠️ powershell_heavy
Summary:
The documentation page shows a moderate Windows bias. It references Windows-specific technologies and documentation (such as NIC Teaming on Windows Server, Failover Clustering, and PowerShell), and links to Windows-centric resources before or instead of cross-platform or Linux alternatives. PowerShell is mentioned as the CLI method for certain tasks, with no mention of Linux shell equivalents. There are no explicit Linux command-line examples or references to Linux-native tools for network configuration or clustering.
Recommendations:
  • Provide equivalent Linux shell (bash) or cross-platform CLI instructions alongside PowerShell references, especially for tasks like changing Kubernetes workload profiles.
  • When referencing clustering or network teaming, include links to Linux-based solutions (e.g., Linux bonding, Pacemaker/Corosync for clustering) or clarify if only Windows Server is supported.
  • Avoid linking exclusively to Windows Server documentation for concepts like NIC Teaming and Failover Clustering; instead, explain the underlying concepts in a platform-neutral way or provide Linux alternatives where possible.
  • Explicitly state platform requirements and limitations (e.g., if only Windows-based clustering is supported, clarify this up front).
  • Add Linux-specific troubleshooting tips or references for network configuration and validation, if the device or environment supports Linux management.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased