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Loop engineering for AI agents is the 2026 shift from writing prompts to designing the system that prompts, checks, and reruns an agent on its own.

A practical 2026 guide to evaluating AI agents: the metrics, benchmarks, and testing strategies that actually predict production reliability and user trust.