Graph Engineering is an emerging technique for structuring AI agent systems using predefined graph workflows—distinct from Knowledge Graphs and Agent Swarms. Google's new ADK 2 Codelab teaches developers to build orchestrated AI workflows by mapping nodes (Agent or Function) and connections, enabling better predictability and control for multi-step tasks like code review automation. This approach is ideal when workflow steps are known upfront, versus agent swarms which suit ambiguous problems.