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 is heavily focused on creating and connecting to a Windows-based lab VM, with no mention of Linux VM images or connection methods suitable for Linux/macOS users. All examples and screenshots use Windows 11 Pro, and the only connection method described is Remote Desktop (RDP), which is primarily a Windows protocol. There are no instructions for creating a Linux-based lab or connecting via SSH, which is standard for Linux environments.
Recommendations
  • Include instructions and examples for creating labs with Linux VM images (e.g., Ubuntu, CentOS) in addition to Windows.
  • Provide connection steps for Linux/macOS users, such as using SSH to connect to Linux VMs.
  • Mention cross-platform remote desktop clients or alternatives for macOS and Linux users.
  • Present examples for both Windows and Linux labs side-by-side, or clarify at the beginning that the quickstart is Windows-specific and link to Linux-specific guides.
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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 Clean Clean
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