Real-Time Agentic RAG: Eradicating Context Rot With Spark & Iceberg

A comprehensive architectural benchmark on solving Context Rot in long-running AI agents. I explore how combining Apache Spark 4.1 Declarative Pipelines with Apache Iceberg v3 Deletion Vectors eliminates write amplification and keeps vector databases synchronized in real time.