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_first
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by presenting PowerShell as the first example for updating partition count, referencing the Windows-specific .NET SDK (WindowsAzure.ServiceBus), and using PowerShell cmdlets. Although a cross-platform Azure CLI example is provided, the ordering and prominence of PowerShell and Windows tools suggest a preference for Windows environments. There are no explicit Linux shell or scripting examples, and Linux-native tooling is not highlighted.
Recommendations:
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and widely used on Linux.
  • Include Linux shell (bash) examples for relevant operations, such as using Azure CLI in bash scripts.
  • Reference cross-platform SDKs and avoid highlighting Windows-specific SDKs unless necessary.
  • Where PowerShell is used, clarify that it is available on Linux and macOS as well, or provide equivalent bash commands.
  • Ensure that any references to tools or patterns are balanced with Linux equivalents, and avoid Windows-first ordering.
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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

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