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 prominently listing Azure PowerShell cmdlets for managing IP Groups, referencing PowerShell in metadata, and providing no equivalent Azure CLI or REST API command references or examples. The 'Related Azure PowerShell cmdlets' section is detailed, while Linux-friendly tools (Azure CLI, REST API) are only mentioned generically earlier in the text and not given parity in example or reference. This may make Linux users feel secondary or unsupported.
Recommendations
  • Add a 'Related Azure CLI commands' section with equivalent az network ip-group commands and links.
  • Provide REST API references or example calls for IP Group management.
  • Ensure examples and step-by-step instructions are given for both Azure CLI and PowerShell, ideally side-by-side.
  • Remove or balance metadata tags (e.g., devx-track-azurepowershell) to include CLI and REST API.
  • When listing tools or commands, mention Azure CLI and REST API before or alongside PowerShell to avoid Windows-first impression.
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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