Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation focuses exclusively on Azure portal and Azure Managed Grafana for monitoring Edge RAG metrics, with no mention of Linux-native tools or command-line examples (such as kubectl, Bash, or Linux monitoring utilities). The workflow and screenshots are centered around Azure UI experiences, which are more commonly used on Windows. There is no parity for Linux users who might prefer CLI or open-source monitoring solutions outside the Azure ecosystem.
Recommendations
- Add Linux CLI examples using kubectl, Bash, or other Linux-native tools to retrieve and visualize Edge RAG metrics.
- Include instructions for accessing metrics via Prometheus or Grafana running on Linux, not just Azure Managed Grafana.
- Provide parity for infrastructure monitoring setup using Linux shell commands and scripts.
- Mention open-source alternatives and how to integrate Edge RAG metrics with them on Linux platforms.
- Ensure screenshots and walkthroughs include both portal (GUI) and CLI (terminal) workflows.
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