🔧 Building an Autonomous Data Pipeline Sentinel with Hierarchical Memory

Subtitle: How I Architected a Persistent PR Defense System Using FAISS, SQLite, and Automated Memory Consolidation





TL;DR



In my recent experiments, I built DataPipeline-Sentinel, a persistent OS for autonomous data pipeline incident management.
I utilized a 4-tier Hierarchical Memory System (Context, Semantic, Episodic, Declarative)...