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/Azure-centric bias by exclusively providing instructions and screenshots for the Azure portal and Azure Managed Grafana interfaces, without offering any Linux-native or cross-platform CLI examples (such as kubectl, bash, or Linux monitoring tools). The workflow assumes users interact primarily with Azure's graphical tools, which are most commonly accessed from Windows environments, and does not mention or prioritize Linux-native approaches for monitoring Edge RAG metrics.
Recommendations
  • Add Linux-native examples for monitoring Edge RAG metrics, such as using kubectl, Prometheus, or bash scripts.
  • Include CLI instructions (e.g., Azure CLI, kubectl) alongside or before GUI-based steps to ensure parity for Linux users.
  • Reference open-source monitoring tools (e.g., Prometheus, Grafana on Linux) and provide setup instructions for non-Azure environments.
  • Ensure screenshots and walkthroughs are not exclusively from Windows-based Azure portal interfaces; consider including examples from Linux terminals or web-based tools.
  • Explicitly mention platform-agnostic steps and clarify any platform-specific requirements or limitations.
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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