Abstract: Modern RAG applications are easy to prototype but notoriously hard to productionize. With AI agents making code generation cheap, the real challenge has shifted to understanding what breaks under real workloads—filtered retrieval, selective predicates, joins, security, live data, and unpredictable latency. This workshop aims at equipping developers with the architectural intuition neede… more