Archive - Ergodic

Vol. 9 - Agentic RAG: The Pipeline Stops Being a Pipeline

Series: Building Production RAG

Jul 16 • Chetna

Vol. 8 - Why Your RAG Is a Security Problem

Series: Building Production RAG

Jul 14 • Chetna

Vol. 7 - Why Your RAG Costs Too Much and Answers Too Slowly

Series: Building Production RAG

Jul 12 • Chetna

Vol. 6 - Why Your RAG Breaks at Scale: Corpus, Freshness & Versioning

Series: Building Production RAG

Jul 11 • Chetna

June 2026

Vol. 5 - Evaluating and Improving RAG in Production

The systematic loop for keeping a RAG system accurate, and making it better, over time.

Jun 14 • Chetna

Vol. 4 - Why Your RAG Generation is Failing -Augmentation, Prompt Construction & Synthesis

Series: Building Production RAG

Jun 13 • Chetna

Vol. 3 - Why Your RAG Retrieval is Failing -Search, Ranking & Retrieval Architecture

Series: Building Production RAG

Jun 13 • Chetna

Vol. 2 - Why Your RAG Retrieval is Failing — Chunking & Embeddings

Series: Building Production RAG

Jun 5 • Chetna

Vol. 1 - The Problem with RAG is That We Reach for It Too Fast

Series: Building Production RAG

Jun 5 • Chetna

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