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
powershell_heavy
missing_linux_example
Summary
The documentation page primarily demonstrates authentication with Azure Relay using .NET console applications, which are typically associated with Windows environments. The sample code and walkthrough focus on .NET and C#, with no explicit mention of how to run equivalent samples on Linux or macOS. In the 'Next steps' section, Azure PowerShell is listed before Azure CLI, and there is no guidance on Linux/macOS-specific setup or troubleshooting. Although Java and JavaScript samples are linked, the main walkthrough and code highlights are Windows/.NET-centric.
Recommendations
  • Add explicit instructions or notes on running the .NET sample on Linux and macOS (e.g., using .NET Core/.NET 6+).
  • Provide highlighted code samples or walkthroughs for Java and JavaScript, not just .NET.
  • Mention cross-platform compatibility of the Azure Relay SDKs and clarify any OS-specific requirements.
  • List Azure CLI before PowerShell in 'Next steps', or present both equally, to better support Linux/macOS users.
  • Include troubleshooting tips for common Linux/macOS issues (e.g., environment variables, certificate handling).
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Scan History

Date Scan Status Result
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets