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How to Evaluate AI Agents From Tool Calls to Task Completion
When you ship an AI agent, the key question is whether it can execute a chain of work across dozens of sequential tool calls against a live environment, and recover when a step fails. Scoring whether the model sounds right tells you almost nothing about whether the work finished.
推荐理由该指南可用于评估AI智能体在真实运行环境中跨越数十次连续工具调用执行整套工作流程并在出错时自我恢复的能力，从而突破仅凭语言表达是否合理来打分的局限，切实检验工作是否真正达成与结束。