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
Summary
The documentation page demonstrates a strong bias towards Windows and PowerShell. All deployment and cleanup examples are provided exclusively in PowerShell, with no equivalent Azure CLI or Bash examples. The template specifically deploys a Windows VM, and Linux alternatives are not mentioned or demonstrated. Although the Azure CLI and portal are referenced as options, practical guidance and code samples are only given for PowerShell, which is more familiar to Windows users.
Recommendations
  • Add equivalent Azure CLI (bash) examples for deploying the ARM template, including parameter input and resource group creation.
  • Provide a sample template or instructions for deploying a Linux VM, or clarify how to modify the template for Linux.
  • Include cleanup instructions using Azure CLI commands.
  • When referencing multiple tools (PowerShell, CLI, portal), provide code samples for at least PowerShell and CLI, and present them in parallel or with equal prominence.
  • Explicitly mention cross-platform compatibility and provide guidance for users on macOS/Linux 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
2026-01-12 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