Document Details
Automation Connections
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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows and PowerShell bias. All command-line examples for creating and managing connections use PowerShell cmdlets, with no equivalent Bash, Azure CLI, or Linux-native examples. The terminology and tooling (e.g., 'Windows PowerShell', 'cmdlet', 'hashtable') are Windows-centric. The Python section is present, but only for runbooks, not for general connection management. There are no Linux shell or Azure CLI examples for managing connections, and the PowerShell approach is always presented first and in greater detail.
Recommendations
- Add equivalent Azure CLI examples for all PowerShell cmdlet operations (create, get, remove, set connection).
- Include Bash/shell script examples for common connection management tasks.
- Use neutral language such as 'PowerShell' instead of 'Windows PowerShell' unless specifically required.
- Present cross-platform options (PowerShell, CLI, Python) in parallel tabs or sections, not always leading with PowerShell.
- Explicitly mention Linux/macOS compatibility and provide guidance for users on those platforms.
- Where possible, clarify which features/tools are cross-platform and which are Windows-specific.
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 |
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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 |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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