AgentTrustCI: Build-Time Policy, Grounding, and Trajectory Tests for Java LLM Agents
Read the original on arXiv AI →AgentTrustCI is a Java/JUnit 5 framework that turns application‑layer expectations—such as tool selection, grounding of answers, and adherence to workflows—into policy, grounding, and trajectory checks over recorded traces. It provides deterministic replay for repeatable build‑time tests and a judge interface for optional semantic evaluation. In tests across 55 synthetic cases from seven enterprise domains, the full pipeline correctly classified all injected faults and passing controls, while single‑layer configurations handled 35 cases, demonstrating the framework’s coverage and repeatability.
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