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 primarily guides users through authenticating with managed identities for Azure Relay resources using a Windows VM. All step-by-step instructions, including VM creation, enabling managed identity, copying files, and running the sample, are Windows-specific. There are no equivalent instructions or explicit guidance for Linux or macOS users, despite the cross-platform nature of managed identities and the availability of .NET Core/Java/JavaScript samples that can run on non-Windows platforms.
Recommendations
  • Add parallel instructions for creating and configuring a Linux VM, including enabling managed identity for Linux VMs.
  • Provide examples or notes on how to copy files and run the sample app on Linux (e.g., using SSH/SCP instead of RDP).
  • Clarify that the .NET sample can run on Linux if using .NET Core/5+ and provide relevant build/run instructions.
  • Include sample commands or scripts for Linux/macOS environments where applicable.
  • Reorder or balance the presentation so that Linux/macOS options are not secondary to Windows.
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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