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
windows_tools
Summary
The tutorial demonstrates a notable Windows bias by exclusively using a Windows Server VM image, guiding users to connect via RDP, and referencing Microsoft Edge for traffic generation. There are no instructions or examples for deploying or connecting to Linux VMs, nor for using SSH or Linux-native tools. The only traffic generation example uses a Windows browser, and the portal workflow assumes RDP access, which is not applicable to Linux VMs.
Recommendations
  • Include parallel instructions for creating a Linux VM (e.g., Ubuntu), including SSH access setup.
  • Provide examples for connecting to the VM using SSH (for Linux/macOS users) alongside RDP for Windows.
  • Suggest using Linux-native tools (e.g., curl, wget, or a browser) to generate outbound traffic from a Linux VM.
  • Clarify that the tutorial works for both Windows and Linux VMs, and highlight any differences in steps.
  • Add screenshots or command-line snippets relevant to Linux environments where appropriate.
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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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean

Flagged Code Snippets