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
windows_first
Summary
The documentation is heavily oriented toward Windows development, specifically using Visual Studio and .NET. All examples and setup instructions assume the use of Visual Studio (a Windows-centric IDE) and do not provide alternative instructions or examples for Linux users or those using cross-platform tools. There are no Linux or cross-platform code samples, nor are there instructions for using .NET Core/SDK on Linux, VS Code, or command-line alternatives. The only non-Windows-specific command is the OpenSSL example for certificate creation.
Recommendations
  • Provide equivalent instructions for Linux users, such as using .NET SDK and VS Code or command-line tools instead of Visual Studio.
  • Include code samples and project setup steps for .NET Core/SDK on Linux and macOS.
  • Add instructions for installing the Azure IoT Hub SDK using the .NET CLI (dotnet add package) rather than only NuGet Package Manager in Visual Studio.
  • Clarify that the .NET SDK and Azure IoT Hub client libraries are cross-platform and provide explicit Linux/macOS guidance.
  • Consider including bash or shell commands for building and running the sample app on Linux.
  • Ensure screenshots and UI steps are supplemented with command-line alternatives where possible.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets