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 toward Windows environments by exclusively listing Azure PowerShell cmdlets for managing IP Groups, without providing equivalent Azure CLI (cross-platform) or Bash examples. There are no Linux-specific instructions or examples, and the only command-line tooling referenced is PowerShell, which is traditionally associated with Windows, despite its cross-platform availability. This may disadvantage Linux users or those preferring CLI/Bash workflows.
Recommendations:
  • Add Azure CLI examples for all IP Group management tasks alongside PowerShell cmdlets.
  • Explicitly mention that Azure CLI and REST API can be used, and provide links or code snippets.
  • Include Bash shell examples for common operations, especially for tasks like exporting/importing CSVs.
  • Balance the 'Related Azure PowerShell cmdlets' section with a 'Related Azure CLI commands' section.
  • Clarify that PowerShell is available cross-platform, but highlight CLI/Bash parity for Linux users.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased