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 Azure Firewall with customer-provided public IPs using the Azure Portal and Azure PowerShell only. All CLI examples are in PowerShell, with no mention of Azure CLI, Bash, or Linux/macOS-specific workflows. The PowerShell examples are detailed and cover both new and existing deployments, while Linux-friendly alternatives are absent. The documentation implicitly assumes users are on Windows or have access to PowerShell, which may create friction for Linux/macOS users.
Recommendations
  • Add equivalent Azure CLI (az) commands for all PowerShell examples, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Explicitly mention that Azure CLI can be used for these operations and provide links to relevant Azure CLI documentation.
  • Include Bash script examples or guidance for Linux/macOS users where appropriate.
  • Reorder examples so that cross-platform tools (Azure CLI) are presented before or alongside PowerShell.
  • Clarify any platform-specific requirements for the Portal and scripting tools.
GitHub Create Pull Request

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