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Исследования2026年10月8日
Humanize: Judgement Engineering for Agentic Coding
Agentic coding makes code generation cheap, but reliable completion remains difficult: the agent that writes the code is a weak judge of whether it is done. We present Humanize, a multi-agent orchestration workflow for agentic coding built around judgement engineering: explicit,…
Sihao Liu, Ligeng Zhu, Zijian Zhang, Dongyun Zou, Zhengyang Zhang, Changye Li, Song Bian, Song Han, Tony Nowatzki·arXiv — cs.AI
Original SourceKey Takeaways
- 01.Agentic coding makes code generation cheap, but reliable completion remains difficult: the agent that writes the code is a weak judge of whether it is done
- 02.We present Humanize, a multi-agent orchestration workflow for agentic coding built around judgement engineering: explicit,…
This material is provided as an extended analytical summary.
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