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_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by listing Windows 11 machines first and more frequently in network topology examples, specifying Windows 11 as the OS for most nodes, and providing more detail for Windows-based setups. Linux is only mentioned as a DNS server host or in Azure VM scenarios, and there are no examples or instructions for setting up the environment with Linux endpoints outside of DNS. There are no PowerShell or Windows command-line examples, but the network design and narrative center Windows as the default endpoint OS.
Recommendations:
  • Provide parallel examples where Linux is used as the endpoint OS in network diagrams and explanations, not just as a DNS server.
  • When listing machines in subnets, alternate the order or provide both Windows and Linux options equally.
  • Include explicit instructions or references for setting up the environment with Linux-only endpoints, not just for DNS or Azure VMs.
  • If mentioning Windows 11, also mention popular Linux distributions (e.g., Ubuntu, CentOS) as alternatives for the same role.
  • Ensure that any tooling or configuration steps that are OS-specific have both Windows and Linux variants, or clarify when steps are OS-agnostic.
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Scan History

Date Scan ID Status Bias Status
2025-08-19 00:01 #85 completed ✅ Clean
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

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