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Testing GenAI Applications in Java with Testcontainers and Docker

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Jul 3, 2025
1:03:26

The AI landscape is evolving fast. For Java developers, libraries such as LangChain4j and Spring AI simplify integration, but testing remains a significant challenge. I’ll walk you through how Testcontainers and Docker can streamline your testing and development workflows for GenAI applications. You’ll learn how to create isolated, reproducible environments to test AI behaviors and RAG workflows with confidence, and how to leverage the Docker Model Runner to enhance your local experience of GenAI-powered app development. Anna Chernyshova is a Solutions Engineer @ Docker, ex-CS Engineer at AtomicJar (the company behind Testcontainers and Testcontainers Cloud). Passionate about developer productivity, containerization, Testcontainers, and shift-left testing in general. Open-source contributor, Java and GenAI lover. JOIN THE MAILING LIST! https://nyjavasig.groups.io/

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Testing GenAI Applications in Java with Testcontainers and Docker | NatokHD