Document Details
Tutorial Subprotocol
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
windows_tools
Summary
The documentation generally provides cross-platform instructions, with shell commands and code examples for C#, JavaScript, Python, and Java. However, there is a subtle Windows bias in the way Windows-specific tools and command patterns are introduced before or alongside their Linux equivalents. For example, in several places, the Windows 'dir /s /b' command is mentioned as an alternative to the default 'ls -R' (Linux/macOS), and the .NET Secret Manager tool (which is Windows-centric) is referenced without a Linux-specific alternative. In most cases, Linux commands are primary, but Windows alternatives are always mentioned, sometimes immediately after the Linux example, which can signal a slight preference or assumption of Windows usage.
Recommendations
- When presenting command-line examples, consider grouping Windows and Linux/macOS commands separately, or use tabbed sections (as done for programming languages) to avoid mixing them and to give each platform equal prominence.
- For tools like .NET Secret Manager, clarify cross-platform usage or provide explicit instructions for Linux/macOS environments, including any prerequisites or differences.
- If referencing Windows commands (e.g., 'dir /s /b'), ensure that Linux/macOS equivalents are always given equal visibility and not just as the default with Windows as an afterthought.
- Consider adding a short section at the start of the tutorial that explicitly states the tutorial is cross-platform and that all major OSes are supported, with clear navigation to OS-specific instructions where needed.
- Review all included snippets and ensure that any platform-specific instructions are clearly labeled and not presented as the default or primary approach.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Clean
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| 2026-01-12 00:00 | #243 | cancelled |
Clean
|
| 2026-01-11 00:00 | #240 | completed |
Clean
|
| 2026-01-10 00:00 | #237 | completed |
Clean
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| 2026-01-09 00:34 | #234 | completed |
Clean
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| 2026-01-08 00:53 | #231 | completed |
Clean
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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 |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
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Flagged Code Snippets
mvn compile & mvn package & mvn exec:java -Dexec.mainClass="com.webpubsub.quickstart.App" -Dexec.cleanupDaemonThreads=false
mvn compile & mvn package & mvn exec:java -Dexec.mainClass="com.webpubsub.tutorial.App" -Dexec.cleanupDaemonThreads=false -Dexec.args="'<connection_string>'"
ls -R | dotnet run # Or call `dir /s /b | dotnet run` when you are using CMD under Windows
ls -R | node stream # Or call `dir /s /b | node stream` when you are using CMD under Windows
ls -R | python stream.py # Or call `dir /s /b | python stream.py` when you are using CMD under Windows