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 in several ways: feature registration is shown only with PowerShell and Azure portal, with no Azure CLI or Linux shell example; the ARM template exclusively provisions Windows VMs (WindowsServer image, osType: Windows); and all command-line examples for resource management use PowerShell or Azure CLI, but Linux-specific patterns (e.g., Bash, Linux VM images) are absent. Windows tools and terminology (PowerShell, WindowsServer) are mentioned before or instead of Linux equivalents.
Recommendations
  • Add Azure CLI and Bash examples for feature registration and resource management, alongside PowerShell.
  • Provide ARM template variants or parameters for deploying Linux VMs (e.g., Ubuntu, CentOS) and document their usage.
  • Include Linux-specific instructions and screenshots for portal steps where relevant.
  • Ensure examples and templates are platform-neutral or offer both Windows and Linux options side-by-side.
  • Mention Linux VM images and osType: Linux in ARM template documentation.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets