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The paper provides the first operational definition of "agent harness" with a shared vocabulary, enabling consistent engineering practice and scientific comparison of agentic coding systems.
The video demonstrates, with a concrete Terminal Bench result, that harness engineering can deliver large performance gains without any change to the underlying model — making it an accessible optimization path for practitioners who lack access to proprietary model fine-tuning.