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Garbage in, garbage out” applies just as much to AI-assisted vibe coding as it does to old-fashioned software development, as I learned the hard way.

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 ...