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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation demonstrates a bias towards Windows environments by exclusively using PowerShell cmdlets for all configuration tasks, referencing Azure portal workflows that are inherently Windows-centric, and mentioning Windows VM prerequisites before Linux. There are no Linux shell or cross-platform CLI examples, and the documentation assumes the use of Windows tools and patterns throughout.
Recommendations:
  • Provide equivalent Linux shell (bash) or cross-platform CLI examples for all configuration tasks, not just PowerShell cmdlets.
  • Include instructions for performing these tasks using VMware's native tools (e.g., vSphere CLI, govc) that are available on Linux.
  • When listing prerequisites or requirements, alternate the order of Windows and Linux, or present them together to avoid 'windows_first' bias.
  • Explicitly mention that the Azure portal and Run Command features can be accessed from any OS, and clarify any OS-specific dependencies.
  • Add links or references to VMware documentation that covers Linux-based management and automation approaches.
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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