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
Summary
The documentation page exhibits a Windows-first bias by focusing on the creation of Windows VMs in its primary example and by labeling Bash scripts as 'powershell' in code blocks. There are no explicit Linux VM creation examples, and the code block language metadata may confuse Linux users. Although the scripts themselves are Bash and use Azure CLI (which is cross-platform), the documentation's language and structure prioritize Windows terminology and patterns.
Recommendations
  • Provide explicit examples for creating both Windows and Linux VMs, or clarify that the scripts are suitable for both.
  • Correct the code block language tags from 'powershell' to 'bash' or 'azurecli' to accurately reflect the script type and improve clarity for Linux users.
  • Include notes or sections that address Linux users directly, ensuring parity in instructions and terminology.
  • If possible, add a table or section comparing any OS-specific considerations (e.g., authentication methods, image references) for both Windows and Linux VMs in DevTest Labs.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets