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Add embabel module: GOAP planning from types, conditions, cost-based choice and a plain Spring AI comparison, each with a captured transcript

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Co-Authored-By: Claude Sonnet 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01G8ikz8xdWuTP5yun8DZ1hk
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Claude
2026-10-11 08:15:46 +00:00
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# 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
```bash
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.