Sad Tux - Windows bias detected
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 Windows-centric SDK objects. The CLI example uses Ubuntu as the image, but does not provide any Linux-specific shell scripting or guidance. The PowerShell section is presented after CLI, but is more verbose and assumes familiarity with Windows tooling. There are no Bash or Linux shell script examples, nor is there mention of Linux-specific considerations beyond the image name in the CLI example.
Recommendations
  • Add explicit Bash/Linux shell script examples for VM creation using Azure CLI.
  • Provide guidance for Linux users on how to automate these settings (e.g., with shell scripts, cloud-init, etc.).
  • Balance the detail level between PowerShell and CLI sections, ensuring Linux users have equally comprehensive instructions.
  • Mention Linux-specific considerations (such as verifying vCPU count in Linux OS, e.g., using lscpu or /proc/cpuinfo).
  • If possible, provide macOS-specific notes for CLI usage.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Clean Clean
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets