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_tools
missing_linux_example
windows_first
Summary
The documentation page exhibits a strong Windows bias by providing extensive PowerShell-based instructions and scripts for Azure Firewall SKU changes and migrations, with no equivalent examples for Linux shell environments (e.g., Bash, Azure CLI). Windows tools and patterns (PowerShell modules, cmdlets) are mentioned exclusively and in detail, while Linux-native tools or cross-platform alternatives are absent. The ordering and emphasis on PowerShell further reinforce the Windows-first approach.
Recommendations
  • Provide equivalent Azure CLI (az) commands for all PowerShell examples, ensuring Linux and macOS users have clear, tested instructions.
  • Include Bash script samples for migration and policy transformation tasks, especially for steps currently covered only by PowerShell scripts.
  • Explicitly mention cross-platform compatibility for all tooling and clarify which steps can be performed from Linux/macOS environments.
  • Add troubleshooting and validation steps using Azure CLI, not just PowerShell.
  • Review and update prerequisites to reference both PowerShell and Azure CLI, and link to installation guides for each on all platforms.
  • Consider reordering sections to present cross-platform or Azure CLI methods before or alongside PowerShell, rather than PowerShell-first.
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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

Flagged Code Snippets