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
Summary
The documentation page demonstrates a Windows bias primarily through its exclusive use of C# code examples, which are most commonly associated with Windows development environments. There is no mention of Linux-specific tools, patterns, or code samples, nor are there examples for other platforms or languages (e.g., Python, Java, JavaScript) despite referencing their support. The documentation also references .NET Framework (Windows-centric) before mentioning .NET Standard and other cross-platform clients.
Recommendations
  • Add code examples for other supported languages (e.g., Python, Java, JavaScript, Go) to illustrate cross-platform usage.
  • Explicitly mention how to run the examples on Linux and macOS, including any platform-specific considerations.
  • Provide parity in tooling references, such as mentioning cross-platform SDKs and avoiding exclusive references to Windows-centric frameworks (e.g., .NET Framework).
  • Include links or notes about setting up Service Bus clients on Linux environments.
  • Ensure that any advanced usage patterns (e.g., semaphores, asynchronous programming) are demonstrated in at least one non-Windows language.
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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 Biased Biased
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
2025-09-11 00:00 #108 completed 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 Biased Biased

Flagged Code Snippets