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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a bias towards Windows by providing only Azure PowerShell cmdlets for managing IP Groups, without including equivalent Azure CLI (cross-platform) examples or references. The 'Related Azure PowerShell cmdlets' section exclusively lists PowerShell commands, and there are no Linux- or Bash-oriented instructions or examples. This may disadvantage users on Linux or macOS, who are more likely to use Azure CLI or REST API directly.
Recommendations:
  • Add a section listing equivalent Azure CLI commands for creating, updating, and managing IP Groups (e.g., az network ip-group create, az network ip-group update, etc.).
  • Provide example usage of the REST API for IP Group management, especially for automation scenarios.
  • Ensure that references to management tools (Azure CLI, REST API, PowerShell) are presented together, or alternate the order so Windows tools are not always listed first.
  • Include sample scripts or command snippets for both PowerShell and Bash (Azure CLI) to demonstrate parity.
  • Review and update the documentation to clarify that all features are available via cross-platform tools, not just PowerShell.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean