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 Windows bias primarily through the exclusive listing of Azure PowerShell cmdlets for IP Group management, without mentioning equivalent Azure CLI commands or Linux-native tooling. The 'devx-track-azurepowershell' custom tag and the dedicated 'Related Azure PowerShell cmdlets' section reinforce a Windows-centric approach. While the page mentions that IP Groups can be managed via Azure CLI and REST API, it does not provide examples or direct links for these methods, nor does it offer Linux-specific guidance.
Recommendations
  • Add a section listing Azure CLI commands for IP Group management, with usage examples.
  • Provide REST API examples for creating and managing IP Groups.
  • Ensure that CLI and REST API instructions are given equal prominence to PowerShell.
  • Include notes or examples for Linux/macOS users, such as shell commands and file handling patterns.
  • Review and balance the order of tool presentation (e.g., mention CLI before PowerShell or present both together).
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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