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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for configuring Azure Firewall service tags. While it mentions Azure CLI and the Azure portal as configuration options, no CLI or portal examples are given. The use of PowerShell commands and variables is specific to Windows environments, and there is no guidance for Linux users or cross-platform command-line usage.
Recommendations
  • Add equivalent Azure CLI examples for all configuration steps, using bash syntax and Linux-friendly patterns.
  • Provide guidance or screenshots for configuring service tags via the Azure portal.
  • Explicitly mention cross-platform compatibility and clarify which tools are available on Linux and macOS.
  • Ensure that examples are presented in parallel (e.g., PowerShell and CLI side-by-side) or alternate the order to avoid Windows-first bias.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets