Document Details
Automation Managing Data
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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page exhibits a Windows bias through several patterns: Windows-specific tools (PowerShell cmdlets) are referenced more frequently and in greater detail than Linux equivalents, and Windows guidance is often presented before Linux guidance. Examples for backup and retention operations rely heavily on Windows PowerShell cmdlets, with no Linux CLI or scripting alternatives provided. While TLS upgrade instructions are included for both platforms, the Windows instructions are linked and described first, and Linux guidance is less detailed and less integrated. Overall, Linux users are not given parity in terms of actionable examples or tool references.
Recommendations
- Provide equivalent Linux command-line examples (e.g., Azure CLI, Bash scripts) for all operations currently described with Windows PowerShell cmdlets, such as exporting runbooks, DSC configurations, and unregistering nodes.
- Ensure Linux guidance is presented alongside or before Windows guidance in each section, rather than after.
- Reference Linux-native tools (e.g., Azure CLI, shell scripts) wherever Windows tools (PowerShell) are mentioned.
- Expand Linux-specific documentation for asset management, backup, and retention, including step-by-step instructions.
- Add links to Linux documentation and official guides for relevant Azure Automation operations.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #394 | in_progress |
Biased
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| 2026-02-17 00:00 | #390 | in_progress |
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| 2026-02-16 00:00 | #386 | in_progress |
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| 2026-02-15 00:00 | #382 | in_progress |
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| 2026-02-14 00:00 | #378 | in_progress |
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| 2026-02-13 00:00 | #374 | in_progress |
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| 2026-02-12 00:00 | #370 | in_progress |
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| 2026-02-11 00:00 | #366 | in_progress |
 Clean
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| 2026-02-10 00:00 | #362 | completed |
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| 2026-02-09 00:00 | #358 | completed |
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| 2026-02-08 00:00 | #354 | completed |
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| 2026-02-05 00:00 | #342 | completed |
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| 2026-02-04 00:00 | #338 | completed |
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| 2026-02-03 00:00 | #334 | completed |
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| 2026-02-02 00:00 | #330 | completed |
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| 2026-02-01 00:00 | #326 | completed |
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| 2026-01-31 00:00 | #322 | completed |
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| 2026-01-30 00:00 | #318 | completed |
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| 2026-01-27 00:00 | #306 | completed |
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| 2026-01-26 00:00 | #302 | completed |
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| 2026-01-24 00:00 | #294 | completed |
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| 2026-01-23 00:00 | #290 | failed |
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| 2026-01-14 00:00 | #250 | in_progress |
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| 2026-01-13 00:00 | #246 | completed |
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| 2026-01-12 00:00 | #243 | cancelled |
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| 2026-01-11 00:00 | #240 | completed |
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| 2026-01-10 00:00 | #237 | completed |
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| 2026-01-09 00:34 | #234 | completed |
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| 2026-01-08 00:53 | #231 | completed |
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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 |
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