Document Details
Quickstart Automate End To End Testing
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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several areas. PowerShell and Windows-centric tools (e.g., AzPowershell, Azure PowerShell, PowerShell@2 tasks) are used prominently in both GitHub Actions and Azure Pipelines examples, often as the default or first method shown for authentication and setup. There is a lack of equivalent Linux shell (bash/sh) examples, and Windows/PowerShell tooling is referenced before any Linux alternatives. This may create friction for users on Linux-based CI runners or those preferring cross-platform shell scripts.
Recommendations
- Provide equivalent bash/sh examples for authentication and setup steps, especially for CI runners using Ubuntu or other Linux environments.
- When referencing Azure CLI or PowerShell, clarify cross-platform compatibility and offer both Windows and Linux command alternatives.
- Avoid defaulting to PowerShell-based tasks in CI pipeline YAML; offer bash-based alternatives or highlight platform-agnostic approaches.
- Explicitly mention that all steps can be performed on Linux runners and provide sample commands/scripts for Linux environments.
- Review all code samples and workflow steps to ensure parity between Windows and Linux, including installation, authentication, and test execution.
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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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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