NeatGuyCoding

Choosing Java Agentic AI frameworks: Spring AI, LangChain4j, and Embabel implement the same Nutrition Planner workflow with different orchestration layers—hand-written Java concurrency, AgenticServices builders, or GOAP replanning.

Feeding JFR event streams to AI: an engineering path to centralized JVM monitoring and JMX self-healing—RecordingStream telemetry, LangChain4j multi-agent triage, and remote JMX actions with human-in-the-loop controls.

Frontier AI on the Front Line, Browser Side Channels, and Space-Based GNSS Jamming