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 toward Windows and .NET environments. It references .NET and .NET Framework APIs and object models extensively, with no mention of Linux-specific tools, patterns, or examples. Java is mentioned briefly, but most code and serialization examples focus on .NET. There are no Linux or cross-platform command-line examples, nor references to Linux-native tools or workflows.
Recommendations
  • Add code examples for Java, Python, and JavaScript clients, especially for serialization and message handling.
  • Include references to Linux command-line tools (e.g., curl for HTTP messaging) and workflows.
  • Provide parity in documentation for Linux and cross-platform environments, such as instructions for using Service Bus from Linux shells.
  • Mention open-source libraries and SDKs that are popular in Linux environments.
  • Ensure that .NET-specific features are clearly marked as such, and alternatives for other platforms are provided.
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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