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
windows_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates Windows bias by listing Azure PowerShell as a method for creating public IP addresses alongside the Azure portal and Azure CLI, with PowerShell mentioned explicitly and equally. There is no mention of Linux-specific tools (such as Bash scripts or native Linux utilities), and the examples do not provide parity for Linux users. The order of methods does not prioritize Linux-first workflows, and the inclusion of PowerShell may imply a Windows-centric approach.
Recommendations
  • Add explicit Linux/Bash examples for creating public IP addresses, such as using Bash scripts with Azure CLI.
  • Clarify that Azure CLI is cross-platform and provide sample commands for both Windows (PowerShell) and Linux (Bash) environments.
  • Reorder the list of creation methods to mention Azure CLI before PowerShell, highlighting CLI as the recommended cross-platform solution.
  • Include notes or links for Linux users on installing and using Azure CLI, and avoid implying PowerShell is required.
  • Where possible, provide side-by-side examples for both PowerShell and Bash/CLI usage.
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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
2026-01-12 00:00 #243 cancelled 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