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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a notable Windows bias. Windows tools (Visual Studio, UWP, IIS) are required for building and deploying the manager application, and Windows instructions are presented first and in greater detail. There is no mention of Linux alternatives for backend development, deployment, or running the manager application. The troubleshooting section and deployment steps are Windows-specific, and Linux/macOS users are only referenced for iOS development, not for backend or manager app tasks.
Recommendations
  • Provide instructions for building and deploying the backend API using cross-platform .NET Core CLI tools, including on Linux/macOS.
  • Offer alternatives to Visual Studio, such as Visual Studio Code or JetBrains Rider, and document how to build and run the solution on Linux/macOS.
  • Clarify whether the manager application (UWP) can be replaced with a cross-platform desktop app (e.g., Electron, React Native for macOS) and provide guidance if possible.
  • Include troubleshooting steps relevant to Linux/macOS environments.
  • Present platform-agnostic instructions first, or in parallel, rather than Windows-first.
  • Document how to deploy the backend to Azure using Azure CLI or GitHub Actions, not just Visual Studio.
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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

Flagged Code Snippets