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 refers to 'passwords for your Windows VMs' and 'public SSH keys for your Linux VMs', but all subsequent instructions, screenshots, and examples are generic and do not provide specific Linux-oriented workflows or examples. The initial mention of Windows precedes Linux, and there are no Linux-specific examples or command-line instructions (e.g., using Bash or Linux tools) for interacting with the key vault or using secrets with Linux VMs.
Recommendations
  • Provide explicit Linux-focused examples, such as how to use stored SSH keys with Linux VMs.
  • Include command-line instructions for both Windows (PowerShell) and Linux (Bash) environments where relevant.
  • Ensure that screenshots and UI instructions mention Linux VM scenarios equally, not just Windows password entry.
  • When listing use cases, alternate or balance the order of Windows and Linux examples to avoid a 'Windows-first' impression.
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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