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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by focusing almost exclusively on Azure PowerShell for deployment and cleanup steps, providing only PowerShell scripts and cmdlets, and referencing a template that creates a Windows VM. Linux equivalents (Azure CLI, Bash) are mentioned only in passing and without examples. The workflow and instructions assume familiarity with Windows tools and patterns, with no Linux-specific guidance or parity in examples.
Recommendations
  • Provide equivalent Azure CLI (bash) examples for all PowerShell scripts, including deployment and cleanup steps.
  • Explicitly mention and demonstrate how to deploy and back up Linux VMs using ARM templates.
  • Ensure that instructions for pasting code and interacting with the shell are not Windows-centric (e.g., include Linux/Mac copy-paste instructions).
  • Reference and link to Linux-focused quickstarts or tutorials where relevant.
  • Clarify that the template can be customized for Linux VMs and provide a sample template or parameters for Linux VM deployment.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed 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