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 page demonstrates a Windows bias by exclusively providing PowerShell examples for configuring custom health probe match criteria, referencing Windows-centric tools and cmdlets (e.g., New-AzApplicationGatewayProbeHealthResponseMatch), and omitting equivalent examples for Linux users (such as Azure CLI or ARM template snippets). Additionally, the 'Next steps' section lists PowerShell before the Azure portal, reinforcing a Windows-first approach. There are no references to Linux-native tools or cross-platform scripting options.
Recommendations
  • Add Azure CLI examples for all PowerShell cmdlet usages, especially for configuring custom health probe match criteria.
  • Include ARM template or Bicep configuration snippets to provide platform-agnostic options.
  • Present cross-platform examples (Azure CLI, REST API) before or alongside PowerShell examples to avoid Windows-first ordering.
  • Explicitly mention that all configuration steps can be performed on Linux, macOS, and Windows, and provide links to platform-specific guides where relevant.
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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
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets