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
windows_heavy
powershell_heavy
missing_linux_example
Summary
This documentation demonstrates a notable Windows bias. While the simulated NVA is Ubuntu-based and its configuration is shown with Linux commands, all test virtual machines in the spokes are Windows Server 2022. The only provided examples for testing NAT gateway and inter-spoke routing use Windows tools (Microsoft Edge, IIS, PowerShell), with no equivalent Linux VM or test instructions. All CLI examples are exclusively PowerShell, with no Bash/Azure CLI alternatives. Windows VM creation and configuration steps are detailed, while Linux VM creation for spokes is omitted.
Recommendations
  • Add parallel instructions for deploying a Linux VM (e.g., Ubuntu) in the spokes, including portal and PowerShell/Azure CLI steps.
  • Provide Linux-based test procedures (e.g., using curl or wget to test outbound NAT and inter-spoke connectivity) alongside Windows/IIS examples.
  • Include Azure CLI (Bash) examples for all resource creation steps, not just PowerShell.
  • When presenting examples, alternate or parallelize Windows and Linux instructions, or provide a clear choice at the start.
  • Explicitly state that either Windows or Linux VMs can be used for testing, and link to relevant documentation 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