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
missing_linux_example
windows_tools
windows_first
Summary
The documentation provides configuration instructions for customer-provided public IP addresses in Azure Firewall secured hubs primarily through Azure PowerShell examples, which are Windows-centric. There are no CLI (az), Bash, or Linux/macOS-specific instructions. The PowerShell approach is presented as the main automation method, with no mention of cross-platform alternatives. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer using the Azure CLI.
Recommendations
  • Add equivalent Azure CLI (az) examples for all configuration steps, including creating, associating, and reconfiguring public IP addresses with Azure Firewall.
  • Explicitly mention that Azure CLI can be used on Linux/macOS and provide links to relevant CLI documentation.
  • Reorder or parallelize examples so that CLI and PowerShell instructions are presented side-by-side or with equal prominence.
  • Clarify any platform-specific requirements for PowerShell, and suggest alternatives for non-Windows users.
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Scan History

Date Scan Status Result
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 Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets