Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

测试和基准评估LLM代理，包括行为测试、能力评估、可靠性指标和生产监控——即使顶尖代理在真实世界基准测试中的得分也低于50% 适用于：代理测试、代理评估、代理基准测试、代理可靠性、代理测试