Evaluation framework for LLM-agent reliability — scores intermediate reasoning steps, not just final outputs. Demonstrated on a resume–JD screening agent with a human-in-the-loop gate. Trajectory-level scorers, pass^k stability, and prompt-injection rounds across 2 model providers.
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