Document Details
Automation Runbook Execution
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
missing_linux_example
windows_first
Summary
The documentation page exhibits a strong Windows and PowerShell bias. All code examples and runbook references use PowerShell syntax and cmdlets, with no mention or examples of Bash, Python, or Linux shell scripting. Windows-specific tools and patterns (e.g., WMI, .exe files, C:\temp, UAC, .NET Framework) are referenced exclusively or before any Linux equivalents. There is little to no guidance for Linux users or those wishing to use non-PowerShell runbooks, and Linux-specific considerations are only briefly mentioned in the context of security constraints.
Recommendations
- Add equivalent examples for Bash and Python runbooks, including error handling and resource management.
- Include Linux-specific patterns and tools (e.g., using /tmp for temporary storage, systemd for process management, Linux authentication methods).
- Mention Linux Hybrid Runbook Worker scenarios and provide guidance for installing and managing modules on Linux hosts.
- Balance references to Windows tools (WMI, .NET, UAC) with Linux alternatives (e.g., psutil, system calls, sudo).
- Provide links to documentation for Linux runbook types and modules, and clarify OS-specific limitations and best practices.
- Ensure that introductory and summary sections mention Linux support and provide parity in recommendations.
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 |
Biased
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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 |
 Clean
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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 |
Clean
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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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