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 by focusing on .NET Framework and .NET Standard APIs, referencing Windows-centric serialization patterns, and omitting Linux-specific or cross-platform code examples. There are no PowerShell examples or explicit Windows tools, but the examples and explanations are centered on .NET, which is historically Windows-first, and there is no mention of Linux, Unix, or open-source alternatives. Java is mentioned briefly, but no examples are provided, and Python/JavaScript are referenced only in passing regarding casing conventions.
Recommendations
  • Add code examples for Linux-friendly languages such as Python and JavaScript using their respective Azure Service Bus SDKs.
  • Include explicit instructions or examples for using Service Bus from Linux environments, such as with curl, Python, or Java clients.
  • Balance .NET-specific content with parallel examples or explanations for Java, Python, and JavaScript SDKs.
  • Reference cross-platform tools and patterns (e.g., CLI, REST API usage from Linux shells) alongside .NET/Windows approaches.
  • Clarify that Service Bus is accessible from any platform and provide links to SDKs and documentation for Linux/macOS users.
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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