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 detailed instructions and code samples exclusively for Azure PowerShell, which is primarily associated with Windows and PowerShell environments. There are no examples or guidance for Azure CLI, Bash, or Linux/macOS-native tooling. The PowerShell instructions are presented as the only command-line automation option, and there is no mention of cross-platform alternatives. This creates friction for Linux/macOS users who may prefer or require Azure CLI or Bash scripts.
Recommendations
  • Add equivalent Azure CLI examples for all operations (create, associate, remove, update NAT gateway, public IPs, and prefixes).
  • Explicitly mention that Azure CLI is cross-platform and provide links to its installation and usage.
  • Where PowerShell is referenced, clarify that Azure PowerShell can be used in Azure Cloud Shell (which is cross-platform), but still provide CLI/Bash alternatives.
  • Reorder or parallelize example sections so that CLI and PowerShell are presented equally, not PowerShell-first.
  • Include notes or tables comparing PowerShell and CLI commands for each task.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
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