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Measure Your LLM Guardrails: A Java Example with Shieldstral
A request for an isolated security-lab simulation can fit an internal research assistant and still fall outside a public customer-support assistant's policy. If both entry points use the same answering model, you need to decide which policy applies before generation.
I built BoundaryDesk to explore that boundary in Java. It uses Shieldstral to score input and output against a supplied policy, with Quarkus LangChain4j connecting the answering model and guardrails.
You will see how the cla...
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