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
missing_linux_example
windows_tools
Summary
The documentation exclusively provides .NET (C#) code examples, which are most commonly used on Windows and with Windows-centric tooling. There are no examples or references for Linux users, such as using Azure CLI, REST API, or SDKs commonly used on Linux (e.g., Python, Node.js). The use of Console.WriteLine and .NET SDKs further reinforces a Windows-first approach.
Recommendations
  • Add equivalent examples using Azure CLI commands to update Notification Hub FCMv1 credentials.
  • Provide code samples in cross-platform languages such as Python or Node.js, which are widely used on Linux.
  • Include REST API example requests for updating FCMv1 credentials, which can be executed from any platform.
  • Explicitly mention that the .NET SDK can be used on Linux and provide instructions for setting up the environment on Linux, if applicable.
  • Ensure that any tooling or setup steps are not exclusive to Windows (e.g., avoid referencing only Visual Studio or Windows-specific authentication flows).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets