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
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. In several sections, PowerShell and Windows-centric tools are mentioned before or more prominently than their Linux/Azure CLI equivalents. Some links and examples are Windows-specific, and there is a tendency to refer to Windows/PowerShell resources or documentation first, with Linux/CLI options mentioned second or less visibly. There are also references to Windows-specific tools (such as PowerShell) without always providing Linux/CLI parity in the same context. In some cases, Linux examples are present but less emphasized.
Recommendations:
  • Ensure that all procedural steps and code examples are provided for both PowerShell (Windows) and Azure CLI (cross-platform), and present them side-by-side or with equal prominence.
  • When listing options (e.g., checking VM SKU availability), alternate the order in which Windows/PowerShell and Linux/CLI methods are mentioned, or present them together.
  • Avoid linking only to Windows/PowerShell-specific documentation (e.g., 'find unattached disks')—always provide the equivalent Linux/CLI resource or example.
  • Where possible, use Azure CLI as the primary example, as it is cross-platform, and supplement with PowerShell/Windows examples as needed.
  • Audit all 'Next Steps' and reference links to ensure Linux/CLI parity and equal visibility.
  • Explicitly state when a method or tool is Windows-only, and provide a Linux alternative or a note if none exists.
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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

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