GenAI Agents Evaluation Framework

📰 Medium · LLM

Learn a step-by-step framework to evaluate and score LLM-powered agents, measuring their performance before and after updates

intermediate Published 18 Apr 2026

Action Steps

Define evaluation metrics for LLM-powered agents using key performance indicators (KPIs)
Develop a testing protocol to assess agent performance before and after updates
Implement a scoring system to measure agent performance based on defined metrics
Compare agent performance across different scenarios and updates
Refine the evaluation framework based on results and feedback

Who Needs to Know This

This framework benefits AI engineers, researchers, and developers who work with LLM-powered agents, allowing them to assess and improve agent performance

Key Insight

💡 A structured evaluation framework is crucial for measuring and improving LLM-powered agent performance