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 bias toward Windows environments and tooling. Many examples and workflow steps use PowerShell, AzPowershell, and Azure PowerShell commands, especially for authentication and CI integration. Windows-specific tools and patterns (such as PowerShell@2, AzPowershell session, and Azure PowerShell links) are mentioned before or instead of Linux alternatives. There is a lack of explicit Linux shell (bash/sh) examples, and no mention of cross-platform command alternatives for authentication or scripting. This may hinder Linux users or those using non-Windows runners in CI/CD pipelines.
Recommendations
- Provide equivalent bash/sh examples for authentication and scripting steps, especially for Azure login and CLI usage.
- Mention and demonstrate cross-platform alternatives to PowerShell (e.g., Azure CLI commands in bash) in both GitHub Actions and Azure Pipelines sections.
- Clarify that all steps work on Linux runners and provide explicit Linux/macOS instructions where relevant.
- Avoid using Windows-specific terminology (e.g., AzPowershell) as the default; present platform-neutral options first.
- Add troubleshooting notes or tips for Linux users, especially for authentication and environment setup.
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
|