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
Summary
The documentation demonstrates a moderate Windows bias, primarily through the use of PowerShell commands and Windows-centric Azure tooling (e.g., AzPowershell, PowerShell@2 tasks) in CI/CD pipeline examples. While the workflows are shown running on Ubuntu agents, the scripts and authentication steps often use PowerShell syntax or Windows-specific tools, and PowerShell-based examples are given before or instead of bash equivalents. There is a lack of explicit Linux shell (bash) or cross-platform CLI alternatives for steps like authentication and dependency installation, which may hinder Linux-first or cross-platform users.
Recommendations
- Provide bash/sh equivalents for all PowerShell commands and scripts, especially for authentication and setup steps.
- Show both PowerShell and bash examples side-by-side in CI pipeline YAMLs, or clarify when a step is cross-platform.
- Avoid using Windows-specific tooling (like AzPowershell or PowerShell@2) as the default; prefer Azure CLI or cross-platform tools where possible.
- Explicitly mention and demonstrate Linux-native workflows, including using bash scripts and Linux package managers.
- Ensure that all code snippets and setup instructions are clearly marked as platform-specific, and provide alternatives for Linux/macOS users.
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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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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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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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| 2025-09-01 00:00 | #98 | cancelled |
Biased
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| 2025-08-31 00:01 | #97 | cancelled |
Biased
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| 2025-08-30 00:01 | #96 | cancelled |
Biased
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| 2025-08-08 00:00 | #74 | completed |
Biased
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