RAG Retrieval Engineering: From Hybrid Retrieval to Production Governance
A systematic guide to lexical retrieval, dense retrieval, hybrid fusion, reranking, evaluation, observability, and production governance in RAG systems.
Observability
Designing Observability and Evaluation for RAG Systems
Explains how to build an observability and evaluation system for RAG that covers runtime execution, retrieval quality, generation quality, and continuous regression testing.
OpenTelemetry for AI Applications and AI Agents: A Beginner's Guide
Introduces OpenTelemetry’s core components and observability signals, and explains how to use them with AI agents, RAG, and production systems.