Document Details
Capacity Reservation Associate Virtual Machine Scale Set
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
Summary
The documentation page exhibits moderate Windows bias, particularly in the ARM template section, which is heavily oriented toward Windows VM deployment (Windows OS images, PowerShell DSC, Windows-specific artifacts). PowerShell examples are provided alongside CLI, but Linux-specific scripting or configuration is not addressed. The ARM template parameters and variables default to Windows-centric values and tooling, with no parallel Linux example or guidance. The CLI examples do use Ubuntu images, but the template and scripting guidance are Windows-first.
Recommendations
- Add ARM template examples and parameters for Linux VM images (e.g., Ubuntu, CentOS) alongside Windows examples.
- Include Linux-specific configuration options (such as cloud-init or custom script extensions) in ARM templates.
- Balance PowerShell examples with Bash or shell scripting examples for Linux/macOS users.
- Clarify in the documentation that both Windows and Linux VMs are supported, and provide explicit guidance for Linux deployments.
- Provide links to Linux VM scale set quickstarts or reference architectures.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 01:31 | #124 | completed |
Biased
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| 2026-01-14 00:01 | #122 | completed |
Biased
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| 2026-01-13 06:17 | #109 | completed |
Biased
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| 2026-01-12 00:00 | #101 | completed |
Biased
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| 2026-01-10 00:00 | #94 | completed |
 Clean
|
| 2026-01-09 19:00 | #91 | completed |
Clean
|
| 2026-01-06 22:28 | #80 | completed |
Clean
|