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 exhibits a strong Windows bias. The Bicep template exclusively provisions a Windows VM, with no mention or example of Linux VM deployment or backup. All deployment and cleanup instructions use Azure PowerShell, with no Azure CLI or Bash equivalents provided. The template parameters and allowed values are tailored to Windows OS versions only, and the backup workflow references Windows-centric tools and patterns.
Recommendations
  • Add Linux VM deployment options to the Bicep template, including parameters for popular Linux distributions (e.g., Ubuntu, CentOS).
  • Provide Azure CLI and Bash examples for template deployment and resource cleanup, alongside PowerShell.
  • Include documentation and links for Linux VM backup and restore workflows.
  • Clarify in the introduction that both Windows and Linux VMs can be backed up, and provide parity in examples.
  • Reference Linux-specific documentation and tools where relevant (e.g., SSH instead of RDP, Linux admin username conventions).
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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