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
missing_linux_example
Summary
The documentation focuses exclusively on creating Windows virtual machines, with no mention or example of Linux VM creation. The checklist and customer intent both specify Windows VMs, and the Terraform code is implied to provision only Windows instances. While Azure CLI and PowerShell verification steps are provided, there are no Linux-specific VM management or SSH examples, nor is there guidance for Linux VM configuration.
Recommendations
  • Include parallel examples for creating Linux virtual machines, such as Ubuntu or CentOS, in the Terraform code and checklist.
  • Update the customer intent and checklist to mention both Windows and Linux VM scenarios.
  • Provide Linux VM credential output and SSH connection instructions.
  • Add notes or tabs showing how to verify and connect to Linux VMs using Azure CLI and SSH.
  • Ensure parity in troubleshooting and cleanup instructions for Linux VM resources.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets