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
windows_tools
Summary
The documentation provides step-by-step instructions and examples exclusively for Windows VMs, including references to RDP and Windows-specific VM images. There are no equivalent instructions or examples for Linux VMs or non-Windows environments, despite Azure Relay and managed identities being cross-platform features. Linux and macOS users are left without guidance for enabling managed identity, deploying, or running the sample applications.
Recommendations
  • Add parallel instructions for enabling managed identity on Linux VMs, linking to the appropriate Azure documentation.
  • Provide examples for deploying and running the sample applications on Linux VMs, including how to connect (e.g., using SSH instead of RDP).
  • Clarify in the 'Sample app on VM accessing Relay entities' section that the steps are for Windows VMs, and provide a separate section for Linux VMs.
  • Ensure that sample code and instructions reference .NET Core/.NET 5+ (which are cross-platform) and show how to build and run the sample on Linux/macOS.
  • Mention or link to the Java and JavaScript samples in the context of Linux/macOS usage, not just in the final 'Samples' section.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets