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_tools
powershell_heavy
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias in several areas: installation instructions for the legacy ASP.NET SignalR SDK use PowerShell/Package Manager Console (Windows-only), configuration references web.config (Windows/IIS-centric), and there are no Linux-specific equivalents or examples (e.g., Bash, Linux environment variable setup, or cross-platform configuration guidance). Windows tools and patterns are mentioned exclusively or before any Linux alternatives, and Linux users are left to infer how to adapt instructions.
Recommendations
  • Provide Linux/macOS equivalents for SDK installation (e.g., dotnet CLI, NuGet CLI, or Bash commands).
  • Include instructions for setting environment variables on Linux (e.g., using export in Bash, or systemd service files).
  • Document configuration alternatives for non-Windows environments (e.g., appsettings.json for .NET Core, environment variables, or other cross-platform config files).
  • Avoid referencing Windows-specific tools (like Package Manager Console and web.config) without mentioning cross-platform alternatives.
  • Add explicit notes or sections for Linux/macOS users to ensure parity and clarity.
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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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased