Document Details
Manage Connections
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
windows_tools
Summary
The documentation page demonstrates a bias toward Windows/.NET environments. All code examples for HTTP requests, Cosmos DB, and SQL connections are provided for C# (.NET) and JavaScript, with C# examples presented first. The SQL section exclusively references .NET's SqlClient and ADO.NET, with no mention of Linux-native database drivers or connection management for other platforms. There are references to configuration files and patterns (such as local.settings.json and Application settings) that are more common in Windows-centric development. No Linux-specific tools, shell commands, or configuration patterns are discussed, and there are no examples for Python or other languages popular on Linux.
Recommendations
- Add code examples for Python (using requests, Azure SDKs, and database drivers like pyodbc or SQLAlchemy), which are widely used on Linux.
- Include guidance for Linux-native database drivers and connection management, such as using environment variables for connection strings.
- Present examples for multiple languages in parallel, rather than always listing C#/.NET first.
- Reference Linux configuration patterns (e.g., .env files, systemd environment variables) alongside Windows-centric settings.
- Mention cross-platform tools for monitoring and troubleshooting connections, such as using Linux command-line utilities (netstat, lsof) in addition to Application Insights.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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