Agent Evaluation 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 Capabilities - agent-testing - benchmark-design - capability-assessment - reliability-metrics - regression-testing Prerequisites - Knowledge: Testing methodologies, Statistical analysis basics, LLM behavior patterns - Skills recommended: autonomous-agents, multi-agent-orchestration - Required skills: testing-fundamentals, llm-fundamentals Scope - Does not cover: Model traini…