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 page demonstrates a Windows bias by exclusively referencing Windows-centric tools (Azure portal, .NET library, C# code samples) and patterns. All code samples are in C#, with no mention of Linux, cross-platform, or non-Windows development environments. The workflow assumes use of the Azure portal (which is web-based but often documented with Windows-centric screenshots and terminology) and does not provide equivalent Linux or CLI-based instructions. There are no examples for Linux shell, Python, or other non-Windows languages, nor is there guidance for using open-source or cross-platform tools.
Recommendations
  • Add equivalent examples using Azure CLI and PowerShell, with explicit instructions for both Windows and Linux environments.
  • Provide code samples in additional languages (e.g., Python, Java) that are commonly used on Linux.
  • Include instructions and screenshots for registering applications and granting permissions using CLI tools (az command), not just the Azure portal.
  • Clarify that the authentication process is platform-agnostic and highlight any platform-specific considerations.
  • Reference Linux-compatible SDKs and libraries, and provide links to cross-platform sample projects.
GitHub Create Pull Request

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
2026-01-12 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