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 featuring Azure PowerShell cmdlets in a dedicated section, referencing PowerShell in metadata, and mentioning Azure PowerShell alongside CLI and templates when discussing automation. There are no equivalent Azure CLI or Bash examples, nor are Linux-specific tools or workflows highlighted. The ordering and emphasis suggest a preference for Windows/PowerShell tooling over Linux alternatives.
Recommendations
  • Add a section listing equivalent Azure CLI commands for managing IP Groups, with links to relevant documentation.
  • Provide example workflows using Bash or shell scripting for Linux users, especially for automation and DevOps scenarios.
  • Ensure that references to PowerShell are balanced with references to CLI and REST API throughout the documentation.
  • Update metadata to include CLI and Linux tracks, not just PowerShell.
  • Where possible, present CLI and PowerShell examples side-by-side to improve parity and accessibility for users on all platforms.
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased