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
powershell_heavy
Summary
The documentation is heavily biased toward Windows environments. It exclusively references Visual Studio 2015 for project setup, assumes the use of Windows-specific UI paths (e.g., File > New > Project), and only provides instructions for using tools like NuGet Package Manager Console and PowerShell, which are primarily Windows-centric. There are no examples or guidance for Linux or cross-platform development environments, such as using .NET CLI, VS Code, or running the sample on Linux/macOS. The only alternative mentioned is Node.js, but within the .NET section, all instructions are Windows-specific.
Recommendations
  • Provide equivalent instructions for setting up and running the sample using the .NET CLI (dotnet new, dotnet add package, dotnet run), which works on Linux, macOS, and Windows.
  • Include guidance for using cross-platform editors like Visual Studio Code, not just Visual Studio.
  • Avoid UI instructions that are specific to Windows (e.g., Visual Studio menus) or provide parallel steps for Linux/macOS users.
  • Mention and demonstrate how to install required packages and run the application on Linux/macOS.
  • If referencing PowerShell, also provide Bash or shell script equivalents for common tasks.
  • Clarify that the .NET SDK and Azure SDK libraries are cross-platform, and show how to authenticate and run the sample on non-Windows systems.
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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
2026-01-12 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