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 is heavily biased towards Windows and PowerShell. All code examples use Azure PowerShell, with no Azure CLI or Bash alternatives provided. Tool installation instructions reference only Windows, and the image customization steps use Windows-specific tools (Chocolatey, PowerShell). The VM image creation process is tailored for Windows images, with no mention of Linux image workflows or customization examples.
Recommendations
  • Add equivalent Azure CLI and Bash examples alongside PowerShell commands for all steps.
  • Include instructions for installing Azure CLI and PowerShell on Linux and macOS, not just Windows.
  • Provide a parallel example for creating and customizing a Linux VM image (e.g., using apt/yum for package installation, Bash scripts for customization).
  • Mention Linux-compatible tools and patterns (e.g., cloud-init, shell scripts) in the customization section.
  • Clarify which steps are OS-agnostic and which are Windows-specific, and provide guidance for Linux users where applicable.
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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
2026-01-11 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets