Viewing profile — pauliusztin

I found some strategies around this in agent-memory by Neo4j

I spent weeks reading about how Cognee, Graphiti, and Neo4j's `agent-memory` build their agent memory architectures. They converged on the same heavy knowledge-graph design: an ont…

Models are commoditizing fast. Harnesses already have. A "free" open-source harness feels like freedom, but the deeper I built in, the more I'd lose. "Free" open-source harnesses d…

I spent the past year building a unified memory layer for my AI agents using knowledge graphs and ontologies on top of MongoDB. I followed every trend first. I reached for the shin…

While building a financial assistant for an SF start-up, we learned that AI frameworks add complexity without value. When I started building a personal assistant with GraphRAG, I c…