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 only Azure PowerShell examples for managing the Azure Firewall Management NIC, with no mention of Azure CLI (cross-platform) or ARM/Bicep templates. All command-line automation is shown using PowerShell cmdlets, which are most familiar to Windows users. There are no Linux/Unix shell or Azure CLI equivalents, and the documentation implicitly assumes a Windows-centric workflow.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell command snippets, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Mention that both Azure PowerShell and Azure CLI can be used, and provide links to both sets of documentation.
  • Where possible, provide ARM/Bicep template snippets for infrastructure-as-code scenarios, which are platform-agnostic.
  • Ensure screenshots and portal instructions do not assume a particular OS, and clarify that all steps can be performed from any supported OS.
  • Consider the order of presentation: introduce cross-platform tools (Azure CLI, ARM/Bicep) before or alongside PowerShell to avoid the impression that Windows tools are preferred.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets