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
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page shows evidence of Windows bias, particularly in the 'Connect to Azure resources' section, where connecting on-premises servers to Azure is described exclusively via the Azure Network Adapter deployed through Windows Admin Center—a Windows-only tool. There are no equivalent Linux examples or references to Linux tools for similar connectivity scenarios. Additionally, Windows-specific solutions are mentioned without Linux parity or alternatives, and Windows tools are introduced before any cross-platform or Linux options.
Recommendations:
  • For every Windows-specific tool or example (such as Azure Network Adapter via Windows Admin Center), provide equivalent Linux guidance (e.g., using VPN clients, strongSwan, or native Azure CLI commands on Linux).
  • Ensure that connectivity scenarios include both Windows and Linux server examples, with clear instructions for each platform.
  • When listing tools or solutions, present cross-platform or Linux options alongside Windows options, or mention them first to avoid 'windows_first' ordering.
  • Audit referenced articles to ensure Linux parity in scripts, examples, and tooling, and update the main documentation page to highlight cross-platform support.
  • Explicitly state platform compatibility for each solution, and provide links to Linux-specific documentation where available.
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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 ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased