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 a Windows bias by exclusively deploying Windows Server 2019 virtual machines for firewall testing and providing instructions for remote desktop and browser testing that only apply to Windows environments. There are no Linux VM deployment or testing instructions, nor examples for Linux-based connectivity or browser usage.
Recommendations
  • Include Linux VM deployment in the Bicep template and document how to test firewall rules from a Linux VM (e.g., using curl or wget).
  • Provide parallel instructions for connecting to Linux VMs (e.g., SSH) and testing allowed/blocked outbound connectivity.
  • Mention Linux-compatible browsers or command-line tools for testing web access.
  • Clarify that the firewall scenario applies to both Windows and Linux workloads, and provide examples for both.
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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

Flagged Code Snippets