Document Details
Deploy Azure Pipelines
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
powershell_heavy
Summary
The documentation demonstrates a Windows-first bias, especially in deployment examples and troubleshooting. Web Deploy (a Windows-specific tool) is featured prominently, and the only explicit agent pool example for Web Deploy uses 'windows-latest'. There are no equivalent Linux-based deployment examples for Web Deploy, and troubleshooting assumes a Windows environment. While some YAML examples use 'ubuntu-latest', advanced deployment scenarios and error messages focus on Windows agents and tools. There is a lack of parity in Linux-specific guidance, especially for .NET and Web Deploy scenarios.
Recommendations
- Provide equivalent Linux-based deployment examples where possible, especially for .NET apps.
- Clearly indicate when a feature or tool (such as Web Deploy) is Windows-only, and suggest Linux alternatives (e.g., ZIP deploy, FTP, or Azure CLI).
- Add troubleshooting sections for Linux agents, including common issues and solutions.
- Ensure that all code snippets and agent pool examples are balanced between 'windows-latest' and 'ubuntu-latest', or clarify OS requirements.
- Where Windows tools or patterns are mentioned, provide Linux equivalents or note their absence.
- Expand FAQs to address Linux agent scenarios and limitations.
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 |
 Clean
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| 2026-01-08 00:00 | #228 | cancelled |
Clean
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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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| 2025-09-16 00:00 | #113 | completed |
Biased
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| 2025-09-15 00:00 | #112 | completed |
Biased
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| 2025-09-14 00:00 | #111 | completed |
Clean
|
| 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 |
Biased
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| 2025-09-07 00:00 | #104 | completed |
Biased
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| 2025-09-06 00:00 | #103 | completed |
Biased
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| 2025-09-05 00:00 | #102 | completed |
Biased
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| 2025-09-04 00:00 | #101 | completed |
Biased
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| 2025-09-03 00:00 | #100 | completed |
Clean
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| 2025-09-02 00:00 | #99 | cancelled |
Biased
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| 2025-08-15 00:01 | #81 | cancelled |
Biased
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-13 21:25 | #47 | cancelled |
Clean
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| 2025-07-13 20:48 | #44 | cancelled |
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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