Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
missing_linux_example
dotnet_heavy
Summary
The documentation page demonstrates a bias towards Windows and .NET environments. It references .NET, .NET Framework, and .NET Standard APIs extensively, with examples and explanations tailored to those platforms. There are no Linux-specific or cross-platform code samples, nor are Java or Python examples provided despite mentioning Java clients. The focus on .NET serialization and related APIs, as well as links to .NET documentation, suggests a Windows-first approach. Linux tools, patterns, or equivalent code samples are absent.
Recommendations
  • Add code samples for Java, Python, and other supported languages, especially for serialization and message handling.
  • Include examples and references for Linux environments, such as using Service Bus with Java or Python on Linux.
  • Balance .NET-specific explanations with equivalent details for other platforms and SDKs.
  • Provide links to cross-platform SDK documentation and usage guides.
  • Explicitly mention platform parity and any differences in behavior or support between Windows/.NET and Linux/other languages.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean