Production-ready evaluation framework for AI agents — 25 metrics across task completion, accuracy, hallucination, latency, security, and agentic behavior
agent-evaluator 0.5.6
The agent-evaluator framework version 0.5.6 introduces a production-ready evaluation system for AI agents with 25 metrics but lacks documented security controls for its evaluation processes. Organizations deploying AI agents using this framework may face risks of inaccurate benchmarking, hallucination propagation, or adversarial manipulation of evaluation results. The framework's lack of built-in security validation could lead to flawed AI agent assessments in critical applications like healthcare, finance, or autonomous systems.