Unverified50% confidenceOpinionExact time
The article's author acknowledges that the specific implementation details of Ponytail cannot be fully evaluated from the title and description alone, and whether it achieves 'lazy thinking' through prompt engineering, rule constraints, or an agent architecture still requires examination of the source code.
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9/12/2026
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Unverified即便是最强的大模型面对陌生私有代码库依然无法凭空理解原作者设计意图，这是信息缺失问题而非智能不足问题72% similarUnverifiedSimply optimizing prompt wording is unlikely to fundamentally resolve the problem of misclassification, and structural adjustments to the review mechanism design are needed.70% similarUnverifiedPrompt engineering cannot break through the ceiling on the number of parallel constraints an agent can handle.69% similar
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