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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing the Azure portal (a GUI tool most commonly used on Windows) for resource deletion steps, and does not provide any Linux-specific examples or mention Linux-native tools. All command-line instructions use the Azure CLI, which is cross-platform, but there are no examples of using Linux shell commands (e.g., bash/kubectl) for resource deletion, nor is there any mention of Linux-specific workflows or considerations. The portal-based instructions are presented first, reinforcing a Windows-first approach.
Recommendations
  • Include examples using Linux shell commands (e.g., bash, kubectl) for deleting resources from Kubernetes clusters.
  • Explicitly mention that the Azure CLI commands work on both Windows and Linux, and provide sample commands for both environments.
  • Add instructions for deleting resources using Linux-native tools and workflows, such as using kubectl to delete namespaces or deployments.
  • Balance the ordering of examples so that Linux and Windows approaches are presented equally, or provide a dedicated section for Linux users.
  • Reference Linux desktop environments and terminal usage where appropriate, not just the Azure portal.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets