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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ aspnet_core_heavy
Summary:
The documentation page demonstrates a bias towards Windows and Microsoft-centric technologies by focusing almost exclusively on ASP.NET Core and ASP.NET for server-side development, without mentioning or providing examples for Linux-based frameworks or non-.NET server environments. There are no Linux-specific instructions, tools, or examples, and the documentation assumes the use of Microsoft technologies as the default approach.
Recommendations:
  • Include examples and guidance for using Azure SignalR Service with popular Linux-based server frameworks (e.g., Node.js, Python, Java) in addition to ASP.NET Core.
  • Explicitly mention and provide sample code for deploying and managing SignalR Service from Linux environments, including CLI commands that work cross-platform.
  • Highlight non-Windows development workflows, such as using Visual Studio Code on Linux or Mac, and provide parity in documentation for non-Windows users.
  • Clarify that SignalR Service can be integrated with any backend capable of speaking the SignalR protocol, not just ASP.NET Core, and link to relevant cross-platform resources.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean