Detected Bias Types
⚠️
windows_first
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary
The documentation provides cross-platform instructions for associating a VM scale set with a capacity reservation group, including API, CLI, PowerShell, ARM template, and Portal methods. However, several sections—especially the ARM template example—are strongly Windows-centric, with parameters and variables focused exclusively on Windows Server images and PowerShell DSC/IIS deployment. There is no equivalent Linux-focused ARM template example, and Windows-specific deployment artifacts (PowerShell DSC, IIS) are referenced. PowerShell is given equal prominence to CLI, but CLI examples do use Ubuntu images, showing some Linux consideration. The ARM template and supporting text, however, assume Windows workloads by default.
Recommendations
- Add a Linux-focused ARM template example, using a popular Linux image (e.g., Ubuntu) and removing Windows-specific parameters, variables, and deployment artifacts.
- Provide guidance or links for deploying Linux workloads (e.g., using cloud-init or custom script extensions) in ARM templates.
- Balance PowerShell and CLI coverage, ensuring CLI examples are not just present but also highlighted as the primary cross-platform method.
- Clarify in the ARM template section that the example is for Windows workloads and offer a parallel Linux example.
- Remove or generalize references to Windows-only deployment artifacts (PowerShell DSC, IIS, WebDeploy) in generic capacity reservation documentation.