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
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 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