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 page for configuring network settings on Azure Stack Edge Pro 2 shows evidence of Windows bias. Windows-specific tools and concepts (such as NIC teaming, cluster witness, and references to Windows Server documentation) are mentioned exclusively or before any Linux equivalents. PowerShell is referenced for advanced configuration, but there are no Linux CLI or shell examples. The documentation assumes familiarity with Windows networking paradigms and omits Linux-native approaches or cross-platform parity in examples and references.
Recommendations
  • Provide equivalent Linux command-line examples (e.g., using nmcli, ip, or netplan) for network configuration tasks alongside PowerShell references.
  • Reference Linux clustering and network teaming documentation (e.g., Pacemaker, Corosync, Linux bonding) when discussing cluster witness and NIC teaming, or clarify if only Windows-based approaches are supported.
  • Explicitly state platform requirements and limitations, including whether Linux-based management is supported or not.
  • Include troubleshooting steps and diagnostic commands for Linux environments, not just Windows.
  • Ensure that any advanced configuration (such as changing Kubernetes workload profiles) includes both PowerShell and Linux shell instructions, or clarify platform exclusivity.
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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