Supercharging Spring AI: Scalable AI Agents with Koog + Spring AI + Spring Boot by Vadim Briliantov

This talk explores the integration of AI agents into modern applications using the Spring stack, addressing key challenges such as predictability, observability, and fault recovery in production environments. The speaker shares insights gained from JetBrains' experience in delivering AI-driven features to millions of users, discussing solutions to issues like managing scalable AI agents, ensuring efficient switching between large language models, and creating fault-tolerant workflows. The session introduces Koog, an open-source JVM framework designed to build reliable AI agents and seamlessly integrate with Spring Boot and Spring AI, enhancing developers' capabilities with structured, testable workflows. Attendees will gain valuable knowledge on designing predictable and cost-effective AI agent logic and learn how to implement these strategies in their own Spring systems for robust production deployment.