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 graphical interface most commonly used on Windows) and Azure Managed Grafana for metric visualization, without providing any Linux-specific or cross-platform command-line examples. There are no instructions for accessing metrics via Linux-native tools (such as kubectl, curl, or Prometheus CLI), nor are there any PowerShell or Windows tool references, but the workflow is centered on Azure portal navigation and GUI screenshots, which are typically more accessible to Windows users. Linux CLI options (e.g., Azure CLI, kubectl) are mentioned only in links, not in the main workflow or examples.
Recommendations
  • Add explicit Linux command-line examples for viewing Edge RAG metrics, such as using Azure CLI, kubectl, or Prometheus queries.
  • Provide step-by-step instructions for monitoring metrics using Linux-native tools and terminal workflows.
  • Include screenshots or terminal output examples from Linux environments.
  • Ensure parity by presenting both GUI (portal) and CLI methods side-by-side, or in separate tabs, for each workflow.
  • Reference cross-platform tools and clarify that Azure CLI and Grafana are available on Linux, macOS, and Windows.
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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