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 exhibits several signs of Windows bias. Many examples and workflow steps use PowerShell scripts and Windows-centric tools (e.g., AzPowershell, AzureCLI with 'pscore'), and PowerShell is referenced in both GitHub Actions and Azure Pipelines examples. The use of PowerShell and Windows-specific terminology appears before or instead of Linux/macOS alternatives. There are no explicit bash or shell script examples, and the documentation does not clarify how Linux/macOS users should adapt commands or authentication steps. The only nod to cross-platform is the use of 'ubuntu-latest' runners, but the actual commands and authentication flows are Windows/PowerShell-centric.
Recommendations
- Provide equivalent bash/shell script examples for Linux/macOS users alongside PowerShell examples.
- Clarify which commands and authentication steps are cross-platform and which are Windows-specific.
- Use neutral, cross-platform CLI tools and commands where possible (e.g., Azure CLI instead of AzPowershell).
- Explicitly mention Linux/macOS compatibility and provide adaptation notes for non-Windows environments.
- Order examples so that cross-platform or Linux/macOS instructions are presented first or equally.
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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| 2026-01-06 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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