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 demonstrates a Windows bias by exclusively using an ASP.NET WebAPI backend (a Microsoft/Windows-centric technology) for server-side examples, without mentioning or providing alternatives for Linux-based or cross-platform backend frameworks. There are no examples or guidance for implementing the backend using popular Linux technologies (e.g., Node.js, Python Flask, Java Spring). The only backend pattern described is ASP.NET, and the term 'ASP.NET' is used repeatedly as the default or only backend option. No Linux command-line, deployment, or development instructions are provided.
Recommendations
  • Provide equivalent backend implementation examples using cross-platform or Linux-native frameworks such as Node.js (Express), Python (Flask/Django), or Java (Spring Boot).
  • Include instructions for deploying the backend on Linux-based environments (e.g., Ubuntu, Docker) in addition to Azure App Service for Windows.
  • When referencing backend code, use neutral language (e.g., 'your backend service') and offer links or code samples for both Windows (ASP.NET) and Linux (Node.js, Python, etc.) options.
  • Add a section or links for setting up and testing the backend on Linux/macOS, including any necessary command-line instructions.
  • Ensure parity in troubleshooting and authentication guidance for non-Windows backend stacks.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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

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