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
windows_tools
Summary
The documentation page exhibits Windows bias primarily in the virtual machine creation and connectivity testing sections. The VM is created using a Windows image (Win2022Datacenter) without mention of Linux alternatives, and connectivity testing is described using PowerShell and Windows GUI steps. There are no Linux/macOS-specific instructions or examples for VM creation, shell usage, or DNS testing.
Recommendations
  • Include Linux VM creation examples (e.g., using Ubuntu or CentOS images) alongside the Windows example.
  • Provide Linux/macOS command-line alternatives for connectivity testing, such as using 'dig' or 'nslookup' in bash.
  • Clarify that Azure Bastion and the Azure CLI are cross-platform, and provide steps for connecting to Linux VMs via SSH.
  • Present both Windows and Linux/macOS instructions in parallel or in tabs, rather than only Windows-focused steps.
  • Avoid assuming the use of PowerShell or Windows GUI; mention terminal/shell access for Linux/macOS users.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets