Vikkurthi Manikanta

I build distributed backend systems and have spent years working in knowledge graphs and semantic technologies — now applying all of it to enterprise agentic AI. Writing about Knowledge Graphs, Ontology, Semantic Layers, and what it actually takes to make AI agents reliable in production.