Building a Knowledge Graph is only the beginning. This post shares what I learned about maintaining GraphRAG when information and ontologies change. In 12 local hands-on labs with Neo4j and Ollama, I explore ontology evolution, breaking changes, impact analysis, AI-assisted relationship discovery, and regression testing for trustworthy knowledge over time.