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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a bias toward Windows and PowerShell environments. All command-line examples and configuration snippets are provided exclusively in Azure PowerShell, with no equivalent Azure CLI (cross-platform) or ARM template examples. The documentation references PowerShell cmdlets for probe configuration and does not mention or provide examples for Linux users or other cross-platform tools. There is also a custom metadata tag indicating Azure PowerShell tracking, further reinforcing the Windows-centric approach.
Recommendations
  • Add Azure CLI examples for all PowerShell-based configuration steps, especially for creating and configuring custom health probes.
  • Include ARM/Bicep template snippets for infrastructure-as-code users, which are platform-agnostic.
  • Explicitly mention that configuration can be performed from Linux, macOS, and Windows, and provide links to cross-platform tooling.
  • Balance the order of presentation: when mentioning configuration options, list Azure CLI and ARM/Bicep before or alongside PowerShell.
  • Review and update custom metadata tags to reflect cross-platform support, not just Azure PowerShell.
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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