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
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page exhibits a Windows bias primarily by referencing Windows first in resource creation links (with '?tabs=windows' in URLs), and by linking to a WebSockets guide specifically for 'Windows Azure Web Sites'. There are no Linux-specific examples, tools, or setup instructions, and no mention of Linux or cross-platform considerations in the setup or troubleshooting sections.
Recommendations:
  • Provide platform-agnostic links or ensure that documentation links include tabs or pivots for Linux and macOS, not just Windows.
  • Include explicit Linux (and optionally macOS) setup instructions or examples, especially for creating Azure Communication Services resources and setting up WebSocket servers.
  • Reference cross-platform or Linux-specific documentation for WebSockets and related server setup, rather than only Windows-focused guides.
  • Review all quickstart and resource links to ensure parity across operating systems, and avoid defaulting to Windows in URLs or examples.
  • Add a note clarifying that the JavaScript and Node.js code is cross-platform, and provide troubleshooting tips for common Linux environments.
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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

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