Andrew Ng: State of AI Agents | LangChain Interrupt

Watch all of our recorded sessions from Interrupt here: https://interrupt.langchain.com/video/?utm_medium=social&utm_source=youtube&utm_campaign=q2-2025_interrupt-2025_co Andrew Ng reveals why most successful AI agents start with simple linear workflows—not complex autonomous systems—and shares the "Lego brick" approach that's accelerating agent development. In this fireside chat with Harrison Chase, Andrew explains the challenge businesses face in breaking down existing processes into sequential micro-tasks and why he sees more opportunities in linear workflows than complex autonomous systems. He also unveils the two key predictors of AI startup success and why everyone should learn to code in the AI era. Featured Products: LangGraph for agent orchestration, LangGraph Platform for production deployment, and LangSmith for observability and evaluation. Learn more about LangGraph Platform here: https://www.langchain.com/langgraph-platform/?utm_medium=social&utm_source=youtube&utm_campaign=q2-2025_interrupt-2025_co #langchain #AndrewNg #AIAgents #LangGraph #ProductionAI #AgentDevelopment