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 page demonstrates a bias toward Windows environments by consistently referencing PowerShell and Windows-specific tools (e.g., AzPowershell, PowerShell@2, scriptType: 'pscore') in CI/CD examples for both GitHub Actions and Azure Pipelines. Windows-centric terminology and tooling appear before or instead of Linux equivalents, even though the CI runners are set to Ubuntu. There is a lack of explicit Linux shell (bash/sh) examples, and Windows/PowerShell patterns are presented as the default or recommended approach.
Recommendations
- Provide equivalent bash/sh examples for all CI/CD steps, especially for authentication and dependency installation.
- Avoid using PowerShell-specific tasks or scripts as the default in YAML examples; offer both PowerShell and bash alternatives.
- Clarify that Azure CLI and authentication steps can be performed using bash on Linux runners, and show those workflows.
- Where possible, use cross-platform commands (e.g., npm, npx, dotnet) outside of PowerShell contexts.
- Explicitly mention Linux and macOS compatibility in setup instructions and highlight any OS-specific considerations.
- Review and update documentation to ensure Linux-first or at least Linux-equal representation in examples and tooling references.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-09-11 00:00 | #108 | completed |
Clean
|
| 2025-08-11 00:00 | #77 | completed |
Clean
|
| 2025-08-10 00:00 | #76 | completed |
Clean
|
| 2025-08-09 00:00 | #75 | completed |
Clean
|
| 2025-08-08 00:00 | #74 | completed |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|