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 notable Windows bias. All deployment and cleanup instructions use Azure PowerShell, with no Azure CLI or Bash examples provided. The template provisions only Windows VMs, and references to Linux or cross-platform alternatives are absent. Windows tools and patterns (PowerShell, Windows VM images, RDP port) are mentioned exclusively and before any Linux equivalents, which are not present.
Recommendations
  • Add Azure CLI and Bash examples for template deployment and resource cleanup.
  • Include instructions for deploying Linux VMs (e.g., Ubuntu, CentOS) in the Bicep template, or provide a separate Linux VM example.
  • Mention cross-platform tools and workflows explicitly, and clarify which steps are OS-agnostic.
  • Reorder or balance examples so that Linux and Windows are treated equally, or provide parallel instructions for both.
  • Reference Linux-specific documentation where relevant (e.g., SSH access, Linux VM backup).
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Biased Biased
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 Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-20 22:24 #14 completed Clean Clean
2025-12-20 00:00 #13 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets