Beyond ReAct: How to Engineer New Types of AI Agents with LangChain & LangGraph

Description

https://www.linkedin.com/pulse/beyond-react-how-engineer-new-types-ai-agents-rakesh-aggarwal-ormgf 𝗧𝗵𝗶𝘀 𝗮𝗿𝘁𝗶𝗰𝗹𝗲 𝗶𝗻𝗰𝗹𝘂𝗱𝗲𝘀: • Most teams treat agents as prompt tricks — but real production AI requires system design: 𝘀𝘁𝗮𝘁𝗲 𝗺𝗼𝗱𝗲𝗹𝗶𝗻𝗴, 𝗱𝗲𝘁𝗲𝗿𝗺𝗶𝗻𝗶𝘀𝘁𝗶𝗰 𝗿𝗼𝘂𝘁𝗶𝗻𝗴, 𝘃𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 𝗹𝗮𝘆𝗲𝗿𝘀, 𝗮𝗻𝗱 𝗲𝘅𝗲𝗰𝘂𝘁𝗶𝗼𝗻 𝗴𝗿𝗮𝗽𝗵𝘀. • LangChain defines agents by prompt strategy, while LangGraph defines them by execution topology — 𝘁𝗵𝗲 𝘀𝗵𝗶𝗳𝘁 𝗳𝗿𝗼𝗺 𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴 𝘁𝗼 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝗶𝗻𝗴 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. #AI #GenerativeAI #AIAgents #AgentArchitecture #LangChain #LangGraph #OpenAI #LLM #MultiAgentSystems #AIEngineering #SoftwareArchitecture #EnterpriseAI #MachineLearning #AIInnovation #TechLeadership