Nyah Macklin

Technical debt lives in code. Cognitive debt lives in your head. Intent debt, Addy Osmani's term for the goals, constraints, and rationale behind a decision that never got written down, lives nowhere. It's the one debt agents can't pay down: an agent drafting a spec fills the gap with a confident...

When AI agents have to execute complex, multi-hop reasoning across interconnected knowledge domains, traditional Retrieval-Augmented Generation (RAG) systems fail. Although vector-based retrieval is very good at finding content that is semantically similar, it cannot find meaningful connections...

What if your language model could tap into live, interconnected facts at scale? This session introduces graph databases and using graph as context for AI applications, an approach that merges dynamic graph queries with advanced language models to deliver precise, context-aware responses. We’ll...