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 demonstrates Windows bias by exclusively deploying Windows Server 2019 virtual machines for firewall testing and providing only Windows-centric instructions (e.g., using Remote Desktop and Internet Explorer). There are no examples or guidance for deploying or testing with Linux VMs, nor are Linux tools or workflows mentioned.
Recommendations
  • Include Linux VM deployment in the Bicep template and document how to test firewall rules using a Linux jump server and workload server.
  • Provide Linux-specific instructions for connecting to VMs (e.g., using SSH) and for testing allowed/blocked outbound connections (e.g., using curl or wget).
  • Mention and demonstrate Linux tools and patterns alongside Windows ones, ensuring parity in examples and validation steps.
  • Explicitly state that both Windows and Linux VMs can be used for firewall testing, and provide guidance for both platforms.
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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