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
Summary
The documentation demonstrates Windows bias primarily by referencing Windows-first resources (e.g., the 'Create an Azure Communication Services resource' link uses '?tabs=windows') and by omitting explicit Linux examples or instructions. All code samples are in C# (cross-platform), but there are no Linux-specific setup steps, troubleshooting notes, or parity in referenced documentation. The only external WebSocket documentation linked is Windows-focused.
Recommendations
  • Provide Linux-specific instructions or examples, especially for setting up the WebSocket server and installing dependencies.
  • Update prerequisite links to include Linux tabs or provide parity for Linux and macOS users.
  • Reference cross-platform or Linux-focused WebSocket documentation in addition to (or instead of) Windows-specific resources.
  • Add troubleshooting notes or tips relevant to Linux environments (e.g., common firewall, permissions, or .NET runtime issues).
  • Explicitly state that the C# code samples are cross-platform and note any OS-specific considerations.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Clean Clean
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-20 22:24 #14 completed Clean Clean
2025-12-20 00:00 #13 completed Clean Clean
2025-12-19 00:00 #12 completed Clean Clean
2025-12-18 00:00 #11 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets