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 listing only Azure PowerShell cmdlets for IP Group management in the 'Related Azure PowerShell cmdlets' section, without mentioning equivalent Azure CLI commands or providing Linux-oriented examples. The presence of the 'devx-track-azurepowershell' custom tag and the exclusive focus on PowerShell tools further reinforces the bias. Although the page mentions that IP Groups can be managed via Azure CLI, REST API, and portal, only PowerShell commands are explicitly documented, and no Linux shell or CLI examples are provided.
Recommendations
  • Add equivalent Azure CLI command examples for all PowerShell cmdlets listed, with links to CLI documentation.
  • Include Linux shell usage patterns and examples where relevant, especially for bulk operations or scripting.
  • Balance the 'Related Azure PowerShell cmdlets' section with a 'Related Azure CLI commands' section.
  • Remove or supplement the 'devx-track-azurepowershell' tag with a CLI or cross-platform tag if available.
  • Ensure that step-by-step instructions and code samples are provided for both Windows (PowerShell) and Linux (Bash/CLI) users.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased