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 of Linux VM creation or examples. The checklist and Terraform code only reference Windows VMs, and the customer intent is specifically framed around Windows. While Azure CLI and PowerShell are both provided for verification, there is no parity in VM OS examples.
Recommendations
  • Add instructions and Terraform code samples for creating Linux virtual machines alongside Windows examples.
  • Update the checklist and customer intent to reference both Windows and Linux VM scenarios.
  • Ensure that output and verification steps include examples for both Windows and Linux VMs, such as showing how to retrieve credentials or connect to either OS type.
  • Consider providing guidance on OS-specific configuration differences, such as SSH for Linux and RDP for Windows.
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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