./mvnw clean test, and then run a module with ./mvnw exec:java -pl module-01-single-judge.
No module needs an API key or a live model endpoint.
Learning path
What to observe
Modules 01 through 07 establish the framework-neutral contract. Read the required status first and treat a stored score or label as optional evidence. Module 08 demonstrates that AI-backed evaluation is composition rather than inheritance. Its stub model makes the complete prompt-to-classifier path executable without credentials. Modules 09 and 10 replace the former README-only bridge samples. They execute real adapter code with deterministic framework objects, so bridge construction and metadata extraction remain verifiable offline.Framework versions used by the samples
Spring AI and AgentClient integration APIs are covered by the libraryโs bridge modules and tests.
The tutorialโs framework examples deliberately avoid online calls and credentials.
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Jury System
Choose an aggregation policy
Custom Judges
Turn domain rules into judgments