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 moderate Windows bias by exclusively providing PowerShell examples and cmdlet references (e.g., New-AzApplicationGatewayProbeHealthResponseMatch) for configuring health probe match criteria, without mentioning or providing equivalent Azure CLI, REST API, or ARM template examples. The 'devx-track-azurepowershell' custom tag and the 'Next steps' section also prioritize PowerShell for automation, suggesting a Windows-centric approach. No Linux/macOS-specific tools or workflows are referenced, and PowerShell is presented as the default automation method.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets shown, especially for probe match criteria configuration.
  • Include REST API and ARM template snippets for probe configuration to support cross-platform automation.
  • In 'Next steps', mention Azure CLI and other cross-platform options alongside PowerShell.
  • Remove or balance the 'devx-track-azurepowershell' tag with 'devx-track-azurecli' if CLI coverage is added.
  • Explicitly state that all configuration steps can be performed from Linux/macOS environments using CLI or portal.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets