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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a Windows bias by listing Azure PowerShell as a primary method for creating public IP addresses, with no explicit Linux shell or Bash examples provided. While Azure CLI is mentioned (which is cross-platform), PowerShell is listed after the portal and before any Linux-specific guidance. There are no Linux/Bash command-line examples, and the documentation does not clarify that Azure CLI commands can be run in Bash or other Linux shells. The only code example is a REST API payload, which is platform-neutral, but the supporting instructions favor Windows tools.
Recommendations
  • Provide explicit Bash/Linux shell examples for creating public IP addresses using Azure CLI.
  • Clarify that Azure CLI commands can be run on Linux, macOS, and Windows, and provide sample commands in a Bash context.
  • List Azure CLI (cross-platform) before PowerShell in the list of methods for creating public IP addresses.
  • Consider adding a note or section for Linux users, highlighting any differences or tips for Linux environments.
  • Ensure parity in tool recommendations by mentioning Linux-native tools or approaches where relevant.
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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