Document Details
Quickstart Automate End To End Testing
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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
Bias Types:
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
windows_first
Summary:
The documentation demonstrates a moderate Windows bias, primarily through the use of PowerShell commands and references to Windows-centric tools (e.g., AzPowerShell, PowerShell@2 tasks) in CI/CD examples. While the workflows are shown running on Ubuntu runners, the scripting and authentication steps often default to PowerShell or Windows-specific patterns. There is little to no mention of Linux shell equivalents or alternative Linux-native tooling, and PowerShell-based steps are presented without parallel bash/sh alternatives. Additionally, Windows/PowerShell terminology is used before or instead of Linux equivalents, especially in Azure Pipelines sections.
Recommendations:
- Provide equivalent bash/sh script examples alongside PowerShell commands for installing dependencies, running tests, and authentication steps.
- In Azure Pipelines, offer both PowerShell and bash scriptType examples, or default to bash where possible for cross-platform compatibility.
- Clarify that AzPowerShell and PowerShell@2 tasks are not required if using Linux runners, and provide guidance for using AzureCLI or bash scripts.
- Explicitly mention Linux-native tools and patterns where applicable (e.g., using export for environment variables, using bash for scripting).
- Ensure that Linux and macOS users are equally represented in code snippets and workflow steps, not just by the runner OS but also by the scripting language and tools.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-07 00:00 | #104 | completed | ❌ Biased |
| 2025-09-06 00:00 | #103 | completed | ❌ Biased |
| 2025-09-05 00:00 | #102 | completed | ❌ Biased |
| 2025-09-04 00:00 | #101 | completed | ❌ Biased |
| 2025-09-03 00:00 | #100 | completed | ✅ Clean |
| 2025-09-02 00:00 | #99 | in_progress | ❌ Biased |
| 2025-09-01 00:00 | #98 | in_progress | ❌ Biased |
| 2025-08-31 00:01 | #97 | in_progress | ❌ Biased |
| 2025-08-30 00:01 | #96 | in_progress | ❌ Biased |
| 2025-08-08 00:00 | #74 | completed | ❌ Biased |