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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias in several areas. The VM creation example uses a Windows image (Win2022Datacenter) exclusively, and all connectivity testing instructions reference PowerShell and Windows GUI navigation. There are no Linux VM creation examples, nor instructions for testing connectivity using Linux tools (e.g., bash, dig, curl). The documentation assumes the reader is using Windows, both for the test VM and for command-line interaction, with no mention of Linux alternatives.
Recommendations
  • Include parallel examples for creating a Linux VM (e.g., using Ubuntu or CentOS images) alongside the Windows VM example.
  • Provide instructions for testing connectivity on Linux VMs, using bash commands such as 'dig', 'nslookup', or 'curl'.
  • When referencing opening a shell, specify both PowerShell (for Windows) and bash (for Linux), and provide equivalent commands.
  • Avoid assuming the use of Windows tools or GUI navigation; offer CLI-only steps that work cross-platform.
  • Explicitly mention that the Azure CLI works on both Windows and Linux, and provide guidance for both environments.
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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