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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a bias towards Windows environments. It exclusively provides examples for .NET (C#) applications, which are most commonly developed and run on Windows. Package installation instructions use NuGet and the Install-Package command, which is typically executed in Windows PowerShell. There are no examples or guidance for Linux users, such as using .NET Core cross-platform tools, running the application on Linux, or alternative package managers. The prerequisites and instructions assume use of the Azure portal and PowerShell, with no mention of CLI or Linux-specific workflows.
Recommendations
  • Add examples for developing and running .NET applications on Linux, including using the .NET CLI (dotnet) for project creation and package management.
  • Provide instructions for installing required packages using the dotnet CLI (e.g., 'dotnet add package') instead of only NuGet/Install-Package.
  • Include guidance for authenticating and managing Azure resources using the Azure CLI, which is cross-platform, alongside PowerShell examples.
  • Clarify that .NET Core and .NET 5+ applications can run on Linux and macOS, and provide sample commands for these platforms.
  • Mention any platform-specific considerations for running HDInsight client applications on Linux, such as dependencies or environment setup.
  • Ensure that all code and instructions are validated to work on both Windows and Linux environments.
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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 Biased Biased
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