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 bias towards Windows and .NET environments. The only detailed code sample is in C# (.NET), and the primary sample application referenced is a .NET console app. There are no explicit Linux or cross-platform command-line instructions, and no examples are provided for running the sample on Linux or using non-Windows tools. While Java and JavaScript samples are mentioned, they are not highlighted or explained, and the main walkthrough assumes a Windows/.NET development context.
Recommendations
  • Provide explicit instructions and code samples for running the authentication flow on Linux, including using Java and JavaScript sample applications.
  • Include cross-platform command-line instructions (e.g., Azure CLI) for steps like app registration and secret management, not just portal-based steps.
  • Highlight Java and JavaScript samples equally, with code snippets and run instructions for those environments.
  • Clarify that the .NET sample can be run on Linux using .NET Core/6+, and provide any necessary prerequisites or troubleshooting tips for Linux users.
  • Where possible, avoid assuming the use of Visual Studio or other Windows-specific tooling.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets