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
Summary
The documentation page exhibits Windows bias by exclusively using Windows tools (Visual Studio, Azure Storage Explorer) and providing only C#/.NET examples with PowerShell/NuGet commands. There are no Linux or cross-platform alternatives mentioned for development, tooling, or workflow. The instructions assume a Windows environment throughout, omitting guidance for Linux or macOS users.
Recommendations
  • Add instructions for developing Azure Data Factory pipelines using cross-platform tools such as VS Code, JetBrains Rider, or command-line editors.
  • Include .NET CLI commands (dotnet new, dotnet add package) as alternatives to Visual Studio and NuGet Package Manager for Linux/macOS users.
  • Mention and provide examples for using Azure CLI or REST API for pipeline creation and management, which are platform-agnostic.
  • Suggest alternatives to Azure Storage Explorer, such as azcopy or Azure CLI storage commands, which are available on Linux.
  • Clarify that the .NET SDK and Azure Data Factory APIs can be used from any OS, and provide sample instructions for Linux/macOS environments.
  • Consider including sample code in Python (using Azure SDK for Python) or other languages that are popular on Linux.
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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
2025-09-08 00:00 #105 completed 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