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
Summary
The documentation provides only Azure PowerShell examples for managing the Azure Firewall Management NIC, with no equivalent Azure CLI (cross-platform) or Bash examples. This creates a bias toward Windows users and those familiar with PowerShell, while Linux users or those preferring CLI tools are not supported. The use of PowerShell-specific cmdlets and lack of mention of Linux-compatible tools or workflows further reinforces this bias.
Recommendations
  • Add Azure CLI (az) command examples alongside PowerShell scripts for all management operations (stop, start, allocate IPs, etc.).
  • Explicitly mention that both Azure PowerShell and Azure CLI can be used, and provide links to relevant CLI documentation.
  • Include Bash script examples for common operations, or clarify cross-platform support.
  • Where screenshots show portal steps, note that these are platform-agnostic, but for scripting, always provide both PowerShell and CLI examples.
  • Review related documentation for similar biases and update to ensure Linux parity.
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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