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
Summary:
The documentation page demonstrates a mild Windows bias by listing .NET (a Microsoft-centric and historically Windows-first technology) SDKs and packages at the top of all tables and providing a dedicated section for .NET packages, including references to the Windows-only .NET Framework and the legacy WindowsAzure.ServiceBus library. There are no explicit Linux or cross-platform command-line examples, and Windows-specific terminology (such as .NET Framework and WindowsAzure) is used without equivalent Linux/Unix context.
Recommendations:
  • Reorder SDK tables to avoid always listing .NET/.NET Standard first; consider alphabetical order or rotating the order in different sections.
  • Add a section or callout highlighting cross-platform compatibility for all SDKs, especially clarifying which libraries are fully cross-platform.
  • Where Windows-specific libraries (e.g., WindowsAzure.ServiceBus) are mentioned, explicitly note their platform limitations and suggest alternatives for Linux users.
  • Include examples or references to using the SDKs on Linux/macOS, such as installation instructions or sample commands for those platforms.
  • Balance the depth of .NET-specific sections with equivalent detail for Java, Python, and other cross-platform SDKs.
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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