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
dotnet_heavy
Summary
The documentation page demonstrates a Windows/.NET bias by primarily featuring .NET (C#) sample code and console applications, with instructions and highlighted code only for .NET. There are no Linux-specific instructions, nor are there examples for running the sample on Linux or using Linux-native tools. The main sample is for a Windows-oriented technology stack, and the instructions implicitly assume a Windows environment (e.g., console app, .NET, Azure portal UI). Although Java and JavaScript samples are linked, they are not described or highlighted, and there is no parity in walkthroughs or code snippets for those platforms.
Recommendations
  • Add explicit instructions and code samples for running the authentication flow on Linux, including using Java and JavaScript sample applications.
  • Provide parity in walkthroughs and highlighted code for Java and JavaScript samples, not just .NET.
  • Include guidance for using cross-platform tools (e.g., Azure CLI) for steps like app registration and secret creation, rather than relying solely on Azure portal UI.
  • Clarify that the sample applications can be run on Linux and provide any necessary setup steps (e.g., installing .NET Core on Linux, running Java/Node.js samples).
  • Consider including troubleshooting notes or platform-specific caveats for Linux users.
GitHub Create Pull Request

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