For engineering & ML teams moving tool-using #AIagents from prototype → production:
This #InfoQ article by Amit Kumar Padhy breaks down a practical evaluation framework: • what to measure • how to measure it • which tools to use
Catch failures before your users do!
📰 Read now: https://bit.ly/3Ny8Y9o
#AI #AIarchitecture #Metrics #SoftwareEngineering #SoftwareArchitecture
This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to combine benchmarks, automated evaluation pipelines, and human review to measure reliability, task success, and multi-step agent behavior. The article also discusses the challenges of evaluating systems that plan, use tools, and operate across multiple interaction turns.
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