JFR simplifies troubleshooting and profiling by capturing detailed JVM event data—and with the JFR Streaming API, you can access those insights in real time. But what if you could go further and stream live JFR data straight into an AI system to enh…

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A conference talk from Jfokus 2026 demonstrating how to combine JDK Flight Recorder (JFR) with AI to build intelligent JVM monitoring systems. The session covers capturing and streaming JFR data in real time via the JFR Streaming API, integrating that live event data into an AI system, automatically detecting performance bottlenecks and anomalies, and building improved debugging and monitoring tooling. The goal is a roadmap for using JFR and AI together to enhance observability and troubleshooting for JVM applications.

Intelligent JVM Monitoring: Combining JDK Flight Recorder with AI – Inside.java