Document Details
Vm Customization
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
Summary
The documentation provides both Azure CLI and PowerShell examples for configuring VM vCore customization, but the PowerShell example is more detailed and uses SDK objects directly. The CLI example uses Ubuntu as the image, but there are no Linux-specific configuration or verification steps shown. Windows/PowerShell tooling is given equal or greater prominence, and there are no bash or Linux-native command examples for post-deployment verification. The ARM template section is neutral, but overall, Windows/PowerShell patterns are slightly favored.
Recommendations
- Add Linux-specific verification steps (e.g., how to check vCPU count and SMT status in Linux using lscpu or /proc/cpuinfo).
- Provide bash or shell script examples for VM creation and configuration, not just Azure CLI.
- Ensure parity in detail between PowerShell and CLI examples (e.g., show how to use CLI to set advanced properties, not just basic flags).
- Explicitly mention how Linux users can perform equivalent post-deployment checks and troubleshooting.
- Consider listing CLI (cross-platform) examples before PowerShell (Windows-centric) examples.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-12 00:00 | #239 | in_progress |
 Clean
|
| 2026-02-11 00:00 | #235 | in_progress |
Clean
|
| 2026-02-10 00:00 | #231 | completed |
Clean
|
| 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
|