java-ai-agents

Companion code for the ankurm.com posts on agents on the JVM. Every number and transcript quoted in a post comes from a file in a module's output/ folder, and the tests that write those files also assert the same facts, so the build fails when a claim stops being true.

Module	Post	What it shows
embabel	Embabel: Goal-Oriented AI Agents on the JVM	actions, goals, conditions and cost-based planning with GOAP, compared with plain Spring AI

Versions (verified on Maven Central, 2026-10-11)

Component	Version	Note
Embabel embabel-agent-api	1.5.3	brings Spring AI 2.0.1 and Spring Boot 4.1.1 transitively
JDK	25 LTS
JUnit	6.1.3

Run

export JAVA_HOME=/path/to/jdk-25
mvn test                      # everything
mvn test -pl embabel -am      # one module

No API key is needed. The Embabel tests use ScriptedLlmOperations, the scripted stand-in shipped inside embabel-agent-api, and the Spring AI comparison uses a small scripted ChatModel. Each module writes its transcripts to <module>/output/ when you run the tests.