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
⚠️ missing_linux_example
Summary:
The documentation page exhibits a Windows-first bias in its reference architectures for virtual machine workloads. Windows is explicitly mentioned and linked in architecture descriptions and reference links, while Linux is only mentioned in passing (e.g., 'Windows/Linux' in section headers) without any Linux-specific examples, diagrams, or links. There are no Linux-focused reference architectures or guidance, and all detailed examples and links point to Windows VM scenarios.
Recommendations:
  • Provide parallel Linux-focused reference architectures and diagrams, similar to those given for Windows (e.g., 'Linux N-tier application on Azure').
  • Include links to Linux VM reference architectures and documentation, not just Windows.
  • Ensure that examples, descriptions, and best practices are presented for both Windows and Linux workloads, or use neutral language and examples that apply equally to both.
  • If certain features or architectures are Windows-specific, explicitly state this and provide Linux alternatives where possible.
  • Review all sections for implicit prioritization of Windows and ensure Linux is given equal prominence and detail.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean