langgraph-workflows (Python)

name: langgraph-workflows description: Understanding workflows vs agents, predetermined vs dynamic patterns, and orchestrator-worker patterns using the Send API

Overview

LangGraph supports both workflows (predetermined paths) and agents (dynamic decision-making). Understanding when to use each pattern is crucial for effective agent design.

Key Distinctions:

• Workflows: Predetermined code paths, operate in specific order
• Agents: Dynamic, define their own processes and tool usage
• Hybrid: Combine deterministic and agentic steps

Decision Table: Workflow vs Agent