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 for managing IP Groups, listing them in a dedicated section without mentioning equivalent Azure CLI or REST API commands. The 'devx-track-azurepowershell' custom tag further reinforces the PowerShell focus. While the text briefly mentions that IP Groups can be managed via Azure CLI and REST API, no examples or references are provided for these cross-platform tools, and PowerShell is given exclusive, detailed treatment.
Recommendations
  • Add equivalent Azure CLI command examples for all major IP Group operations (create, get, set, remove, etc.) alongside PowerShell examples.
  • Include REST API references or example payloads for managing IP Groups.
  • Ensure that CLI and REST API documentation links are as visible and detailed as PowerShell links.
  • Consider reordering sections so that cross-platform tools (CLI, REST API) are presented before or alongside PowerShell to avoid Windows-first impression.
  • Review and update custom tags (e.g., 'devx-track-azurepowershell') to include CLI tracking if applicable.
GitHub Create Pull Request

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