Low-Level Design for an AI Agent Orchestration Engine: Designing a Stateful Execution Framework

TLDR: In this guide, we design a stateful, graph-based AI agent execution engine in Java using clean object-oriented principles. By structuring execution as nodes and edges over a shared state, we pre