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 provides step-by-step instructions for configuring an outbound-only load balancer in Azure. When creating the virtual machine, the guide exclusively uses a Windows Server 2022 image and references Windows tools (e.g., Microsoft Edge browser) for connectivity testing. There are no Linux VM creation examples, nor are Linux tools or workflows mentioned for testing outbound connectivity. This creates friction for users wishing to deploy Linux-based workloads.
Recommendations
  • Include parallel instructions for creating a Linux VM (e.g., Ubuntu or CentOS) in the VM creation section.
  • When testing connectivity, provide Linux-based alternatives (e.g., using curl or wget from the terminal) alongside the Windows browser example.
  • Clarify that the load balancer configuration applies to both Windows and Linux VMs, and link to relevant Linux documentation if available.
  • When referencing tools for connectivity testing, mention both Windows and Linux options.
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Scan History

Date Scan Status Result
2026-01-25 00:00 #165 completed Biased Biased
2026-01-24 00:00 #161 completed Biased Biased
2026-01-23 00:00 #157 completed Biased Biased
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