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
Summary:
The documentation page exhibits a mild Windows bias. In the prerequisites, the link to creating an Azure Communication Services resource uses a URL with '?tabs=windows&pivots=platform-azp', which prioritizes Windows instructions. There are no explicit Linux or cross-platform instructions or examples, and the only external WebSocket documentation linked is specific to Windows Azure Web Sites. No Linux-specific tools, patterns, or troubleshooting are mentioned, and there are no shell or Linux command-line examples.
Recommendations:
  • Update prerequisite links to either be platform-neutral or provide both Windows and Linux tabs equally.
  • Include references to Linux-compatible guides for setting up WebSocket servers (e.g., using Jetty, Tomcat, or Netty on Linux).
  • Add notes or examples for running the Java application and WebSocket server on Linux, including any OS-specific considerations.
  • Where external documentation is referenced (such as WebSocket setup), provide links to both Windows and Linux resources.
  • Ensure that any code or configuration steps are clearly marked as cross-platform, or provide platform-specific notes where differences exist.
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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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