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 Windows bias by providing a dedicated section for Azure PowerShell cmdlets, which are primarily used on Windows. There are no equivalent examples or references for Linux-native tools (such as Azure CLI commands or Bash scripts) in the 'Related Azure PowerShell cmdlets' section. The mention of PowerShell is prominent and appears before any CLI or REST API references, suggesting a Windows-first approach. No Linux-specific usage patterns or examples are provided.
Recommendations
  • Add a 'Related Azure CLI commands' section with equivalent az network ip-group commands for Linux and cross-platform users.
  • Provide Bash script examples for common IP Group management tasks.
  • Ensure that references to management tools (PowerShell, CLI, REST API) are presented in parallel, not with PowerShell first.
  • Explicitly mention cross-platform compatibility and provide links to Linux usage guides where relevant.
GitHub Create Pull Request

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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased