Document Details
Virtual Machine Scale Sets Health Extension
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
missing_linux_example
windows_tools
Summary
The documentation shows a notable Windows bias in deployment examples and tooling. In multi-tabbed deployment sections, Windows/PowerShell examples are consistently presented first, with Linux/Azure CLI examples following. PowerShell is the only scripting language shown for imperative scripting, and all PowerShell examples target Windows-based scale sets. REST API examples also default to Windows. Linux-specific examples are only present in the Azure CLI sections, and there are no Linux PowerShell or Bash scripting examples. Troubleshooting commands are PowerShell-centric, and Windows log paths are listed before Linux equivalents. This ordering and tooling focus create friction for Linux/macOS users.
Recommendations
- Present Linux and Windows examples in parallel, or alternate which is shown first to avoid implicit prioritization.
- Provide imperative scripting examples for Linux users (e.g., Bash scripts using Azure CLI, or cross-platform PowerShell with ApplicationHealthLinux).
- Ensure REST API examples alternate or include both ApplicationHealthLinux and ApplicationHealthWindows in the 'type' property.
- In troubleshooting, show Linux log paths before or alongside Windows paths, and provide Azure CLI commands for health state retrieval.
- Explicitly state that all extension operations are supported on both Linux and Windows, and clarify any differences in behavior or support.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 01:31 | #124 | completed |
Biased
|
| 2026-01-13 06:17 | #109 | completed |
Biased
|
| 2026-01-12 00:00 | #101 | completed |
Biased
|
| 2026-01-10 00:00 | #94 | completed |
 Clean
|
| 2026-01-09 19:00 | #91 | completed |
Clean
|
| 2026-01-06 22:28 | #80 | completed |
Clean
|