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
Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows, such as Azure DevOps, PowerShell, and Visual Studio/NUnit, with little to no mention of Linux or cross-platform alternatives. Examples and recommendations for CI/CD, automated testing, and scripting focus on Windows tools and environments, while Linux-native or cross-platform approaches are omitted.
Recommendations
- Include Linux and cross-platform examples for CI/CD pipelines, such as using GitHub Actions, Azure CLI in Bash, or other popular CI/CD tools (e.g., Jenkins, GitLab CI) that are commonly used on Linux.
- Provide sample scripts and automation steps using Bash and Azure CLI, not just PowerShell.
- Mention and demonstrate cross-platform testing frameworks (e.g., pytest for Python, Mocha for Node.js) alongside NUnit/Visual Studio.
- Clarify that Azure CLI and Data Factory tools are available on Linux/macOS and provide installation or usage notes for those platforms.
- When referencing tools like PowerShell or Visual Studio, also reference their Linux/macOS equivalents or alternatives.
- Ensure screenshots and UI walkthroughs do not assume a Windows environment exclusively.
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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| 2026-01-11 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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| 2025-09-16 00:00 | #113 | completed |
Clean
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| 2025-09-15 00:00 | #112 | completed |
Clean
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| 2025-09-14 00:00 | #111 | completed |
Clean
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| 2025-09-13 00:00 | #110 | completed |
Clean
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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-09-10 00:00 | #107 | completed |
Clean
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| 2025-09-09 00:00 | #106 | completed |
Clean
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| 2025-09-08 00:00 | #105 | completed |
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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