Document Details
Concepts Pipelines Activities
❌
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:
⚠️
windows_first
⚠️
powershell_heavy
⚠️
missing_linux_example
Summary:
The documentation page exhibits a Windows/Powershell bias primarily through its references and walkthroughs. The 'Related content' and sample pipeline walkthroughs consistently point to guides that use Powershell, which is most commonly associated with Windows environments. There are no explicit Linux, Bash, or cross-platform CLI examples or walkthroughs provided. This can make it less approachable for Linux users or those preferring cross-platform tooling.
Recommendations:
- Provide equivalent walkthroughs and quickstarts using Azure CLI and/or Bash scripts alongside Powershell examples.
- Ensure that links in 'Related content' include Linux/Bash/CLI-based tutorials, not just Powershell.
- Explicitly mention that pipelines and activities can be managed from Linux/macOS environments, and provide examples.
- Where sample JSON or code is shown, include notes or links on how to deploy/run these from both Windows (Powershell) and Linux (Bash/CLI).
- Audit all referenced tutorials and ensure Linux parity in step-by-step guides.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-12 00:58 | #8 | cancelled | ✅ Clean |
| 2025-07-10 05:06 | #7 | processing | ✅ Clean |