Document Details
Start Machines Use Automation Runbooks
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 exclusively uses PowerShell for scripting and automation examples, with no mention of Bash, Python, or other cross-platform alternatives. All instructions and code samples are tailored to PowerShell and Azure Automation, which is most commonly used on Windows. There is no guidance for Linux users or those preferring non-Windows tools, and Windows-centric terminology and patterns are used throughout.
Recommendations
- Provide equivalent examples using Bash or Python scripts that can be run on Linux-based systems.
- Include instructions for using Azure CLI or REST API, which are cross-platform, to achieve the same VM start order functionality.
- Add a section explicitly addressing Linux users, outlining how to set up and run automation from a Linux environment.
- Mention and link to Azure Automation support for non-PowerShell runbooks (e.g., Python), and provide sample code.
- Ensure that references to tools and patterns do not assume a Windows environment by default, and present Linux options alongside Windows options.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-12 00:00 | #99 | completed |
Biased
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| 2026-01-11 06:20 | #98 | completed |
Biased
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| 2026-01-10 00:00 | #92 | completed |
Biased
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| 2026-01-06 22:28 | #78 | completed |
 Clean
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| 2025-12-15 00:00 | #7 | completed |
Clean
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| 2025-12-14 05:05 | #6 | completed |
Clean
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