Document Details
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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
Summary:
The documentation exhibits a subtle Windows bias by referencing Windows-specific resources and presenting Windows as the default environment. For example, the link to creating an Azure Communication Services resource includes a '?tabs=windows' parameter, and the documentation for WebSockets refers to a Windows Azure Web Sites blog post. There are no explicit Linux or cross-platform instructions or examples, and Windows is implied as the primary platform.
Recommendations:
- Provide explicit Linux and macOS instructions or links alongside Windows-specific ones, especially in setup and resource creation steps.
- Replace or supplement Windows-specific documentation links (such as the WebSockets on Windows Azure Web Sites blog) with cross-platform or Linux-focused resources.
- Ensure that all code samples and setup instructions are clearly cross-platform, and mention any platform-specific considerations if they exist.
- Use neutral language and tabs or pivots to allow users to select their operating system, rather than defaulting to Windows.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-26 00:00 | #92 | in_progress | ✅ Clean |
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |