DataFunSummit

Aug 11, 2026 · Artificial Intelligence

Beyond RAG: Using Skill + CLI to Build Persistent Agent Knowledge

The article argues that traditional Retrieval‑Augmented Generation (RAG) discards experience after each query, and proposes RDS ContextDB’s Skill‑defined abilities and CLI‑driven paths as a way for agents to continuously capture, reuse, and evolve business knowledge, with a live demo announced for Agentic DB Day.