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_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by prominently featuring Azure PowerShell cmdlets as the only explicit command-line tooling for managing IP Groups. While it mentions the Azure portal, Azure CLI, and REST API as options, it provides detailed links and examples only for PowerShell, which is primarily associated with Windows environments. There are no Azure CLI (cross-platform) or REST API command examples or references, and no Linux-specific guidance is provided.
Recommendations
  • Add equivalent Azure CLI commands and documentation links for all PowerShell cmdlets listed, ensuring Linux and macOS users have clear, first-class instructions.
  • Include REST API examples or references alongside PowerShell and CLI, to support automation and cross-platform use.
  • When listing tools or commands, present Azure CLI and REST API options before or alongside PowerShell to avoid implying Windows-first workflows.
  • Explicitly state that all management operations can be performed from Linux, macOS, and Windows, and provide examples for each where relevant.
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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