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 moderate Windows bias by highlighting Azure PowerShell cmdlets as the only explicit command-line tooling for managing IP Groups. The 'Related Azure PowerShell cmdlets' section lists only Windows-centric tools, with no equivalent Azure CLI or bash examples. The custom metadata also references 'devx-track-azurepowershell', further reinforcing a PowerShell/Windows focus. While the main text mentions that IP Groups can be managed via Azure CLI, REST API, and portal, practical examples and links are provided only for PowerShell, and not for Linux-friendly alternatives.
Recommendations
  • Add equivalent Azure CLI commands and examples for all PowerShell cmdlets listed.
  • Include bash or shell script examples where relevant.
  • Provide direct links to Azure CLI documentation for IP Group management.
  • Ensure that CLI and REST API usage is demonstrated alongside PowerShell, not just mentioned.
  • Review metadata and custom tags to avoid reinforcing PowerShell as the primary track.
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased