How state graphs, memory, and delegation shape agent workflow design

https://theruntimejournal.halcyonledger.com/posts/how-state-graphs-memory-and-delegation-shape-agent-workflow-design

State graphs map agent states and transitions, memory stores context across interactions, and delegation decides when to hand tasks to other agents or tools. Together, these define workflow structure, enabling dynamic responses without rigid scripts.