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_first
missing_linux_example
Summary
The documentation provides detailed instructions and code samples for integrating Azure Event Hubs with Private Link Service, but all CLI examples use Azure PowerShell, which is Windows-centric. The validation steps explicitly reference creating a Windows VM and do not mention Linux alternatives. There are no Bash/Azure CLI examples or Linux VM instructions, making the documentation notably biased toward Windows users.
Recommendations
  • Add equivalent Azure CLI (az) and Bash examples for all PowerShell scripts.
  • Include instructions for creating and validating with a Linux VM, referencing /azure/virtual-machines/linux/quick-create-portal.
  • Present cross-platform CLI options side-by-side or indicate which steps are OS-agnostic.
  • Clarify that Azure PowerShell can be used on Linux/macOS, but recommend Azure CLI for native Linux workflows.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets