Agents Are Workflows (opens in new tab)

Modeling LLM Agent Decisions with Workflow DAGs and Finite State Machines Using Bellman’s Equation - AI agents perceives its environment, make sequential decisions, and take actions to achieve specific goals as measured by the rewards. LLM based AI agents are no exception. A powerful way to interpret and operationalize these agents is by unrolling their decision-making processes into structured representations like Directed Acyclic Graphs (DAG) or Finite State Machines (FSM). This blog post p...