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 demonstrates a notable Windows bias by providing a step-by-step walkthrough that exclusively uses a Windows 10 VM, references RDP for access, and links only to Windows VM setup guides. There are no equivalent instructions or examples for Linux VMs or non-Windows environments, even though managed identities and Azure Relay are cross-platform features. While code samples are cross-platform (.NET, Java, JavaScript), the operational guidance is Windows-centric.
Recommendations
  • Add parallel instructions for creating and configuring a Linux VM with managed identity enabled.
  • Include guidance for connecting to Linux VMs (e.g., using SSH) and copying files to Linux VMs.
  • Provide Linux/macOS command-line examples for running the sample applications.
  • Link to both Windows and Linux VM creation guides in the setup steps.
  • Clarify that the sample apps can be run on Linux/macOS and provide any necessary prerequisites or differences.
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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