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 page demonstrates a Windows bias by exclusively creating Windows virtual machines in the Terraform example, with no mention of Linux VM creation or Linux-specific configuration. The customer intent and checklist reinforce this focus on Windows. While Azure CLI and PowerShell verification steps are provided, there are no Linux shell or SSH examples for interacting with the created resources.
Recommendations
  • Include examples for creating Linux virtual machines alongside Windows VMs in the Terraform code and checklist.
  • Add verification steps using Linux shell commands (e.g., SSH into a Linux VM, use dig/nslookup for DNS verification) in addition to Azure CLI and PowerShell.
  • Update the customer intent and description to mention both Windows and Linux VM scenarios.
  • Provide parity in troubleshooting and cleanup instructions for both Windows and Linux environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets