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
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell specifically as the method for deploying VMs with ARM templates, without mentioning or providing examples for Linux/Unix-based alternatives such as Azure CLI, Bash, or Cloud Shell. No Linux-specific tools or command-line examples are provided, and the only scripting example is PowerShell-focused.
Recommendations
  • Include equivalent Azure CLI (az) commands and examples alongside PowerShell instructions for deploying VMs with ARM templates.
  • Explicitly mention that deployment can be performed from Linux, macOS, or Windows, and provide cross-platform guidance.
  • Add Bash or Cloud Shell examples where scripting is discussed, ensuring parity for Linux users.
  • Where PowerShell is referenced, provide a parallel section or note for Linux/CLI users.
  • Review all troubleshooting steps to ensure they are not written with an implicit assumption of a Windows environment.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets