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
aspnet_heavy
Summary
The documentation page demonstrates a bias towards Windows and Microsoft-centric development environments. It emphasizes ASP.NET Core and ASP.NET as the primary (and only) server-side frameworks, with no mention of Linux-based hosting, non-Microsoft server frameworks, or cross-platform development patterns. There are no Linux-specific examples, tools, or deployment scenarios, and the language suggests a Windows-first approach by focusing on technologies historically associated with Windows.
Recommendations
  • Include explicit references to Linux hosting and deployment scenarios for SignalR Service.
  • Provide examples or links for using SignalR Service with non-ASP.NET server frameworks (such as Node.js, Java, or Python) and demonstrate cross-platform compatibility.
  • Mention and document how to run SignalR client and server applications on Linux, including any relevant command-line tools or patterns.
  • Balance the focus on ASP.NET by highlighting SDKs and integrations for other languages and platforms, and provide parity in documentation structure and examples.
  • Add a section or callout clarifying that Azure SignalR Service is fully supported and commonly used in Linux and cross-platform environments.
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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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased