How Unify Built AI Research Agents at Scale with LangGraph and LangSmith

Unify scaled their AI research agents to handle 36 billion tokens monthly - here's what Connor Heggie (CTO) and Kunal Rai (Engineer) learned along the way. From initial ReAct framework experiments to production deployment across thousands of companies, they share real insights on model performance, cost reduction strategies, and building tools that actually work at scale.

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