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
Summary
The documentation demonstrates a Windows bias by exclusively providing examples for creating Windows virtual machines, omitting Linux VM creation. Both Azure CLI and Azure PowerShell are presented, but PowerShell is a Windows-centric tool. There are no Linux-specific instructions, nor are Linux images or shell patterns mentioned.
Recommendations
  • Include examples for creating Linux virtual machines using both Azure CLI and PowerShell, specifying popular Linux images (e.g., Ubuntu, CentOS).
  • Add instructions or notes for Linux users, such as using Bash shell syntax for Azure CLI commands.
  • Present CLI examples before PowerShell, or provide parity in both, to avoid implying Windows-first workflows.
  • Clarify that Azure CLI is cross-platform and provide installation links for Linux and macOS, not just Windows.
  • Add screenshots or portal navigation steps for Linux VMs where relevant.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets