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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias, especially in the VM setup and configuration sections. All example scripts and instructions for configuring and testing virtual machines use PowerShell and target Windows VMs (e.g., win-vm-2, win-vm-3). There are no Linux VM configuration or testing instructions, nor are there Bash or Linux shell script equivalents. The tutorial implicitly assumes users are working with Windows environments, which may create friction for Linux/macOS users.
Recommendations
  • Provide equivalent Linux VM setup instructions, including Bash scripts for configuration.
  • Include examples for connecting to and configuring Linux VMs (e.g., via SSH and shell scripts).
  • Offer parity in testing steps, showing how to test DNAT functionality from Linux clients.
  • Present both Windows and Linux examples side-by-side, or clarify OS requirements early in the tutorial.
  • Reference cross-platform tools (e.g., Azure CLI, SSH) where possible, not just Windows-specific ones.
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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

Flagged Code Snippets