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
powershell_heavy
Summary
The documentation demonstrates a notable Windows bias: all example virtual machines are Windows Server 2019, validation steps exclusively use Windows tools (Remote Desktop, Internet Explorer), and resource cleanup uses a PowerShell cmdlet. There are no Linux VM deployment or validation instructions, nor are Linux tools (SSH, browsers) mentioned.
Recommendations
  • Include Linux VM deployment options in the ARM template or documentation.
  • Provide validation steps for Linux users, such as using SSH to connect and testing with browsers like Firefox or curl.
  • Show resource group deletion using Azure CLI (az group delete) for cross-platform parity.
  • Mention macOS compatibility where relevant (e.g., RDP clients, browser testing).
  • Present examples for both Windows and Linux side by side, or clarify that the quickstart is Windows-specific if Linux is unsupported.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean