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Humanize：代理编码的判断工程Humanize: Judgement Engineering for Agentic Coding

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以下内容为 AI 自动翻译，英文原文附后供参考。

摘要

一种新的多代理编排工作流程Humanize被引入，以通过判断工程提高代理编码的可靠性。这种创新方法整合了一个结构化的审查过程，包括人类批准和独立审查代理，共同致力于提升代码质量。来自各种应用和竞赛的初步结果表明，Humanize在实现其目标方面取得了显著进展，展示了其在多代理环境中变革编码方式的潜力。

A new multi-agent orchestration workflow called Humanize has been introduced to improve the reliability of agentic coding through a process known as judgement engineering. This innovative approach integrates a structured review process that includes human approval alongside independent review agents, which collectively work to enhance code quality. Initial results from various applications and competitions indicate that Humanize is making significant strides in achieving its goals, showcasing its potential to transform how coding is approached in multi-agent environments.

要点

  1. Humanize为代理编码引入了结构化审查过程。

    Humanize introduces a structured review process for agentic coding.

  2. 人类和独立审查代理的整合旨在提高代码质量。

    The integration of human and independent review agents aims to enhance code quality.

  3. 初步应用的良好结果表明其广泛采用的强大潜力。

    Promising results from initial applications suggest a strong potential for broader adoption.

为何重要

Humanize的推出标志着在多代理系统中提高代码可靠性和质量的重要一步，这在这些系统在各种应用中变得越来越普遍时至关重要。

The launch of Humanize signifies a crucial step towards improving the reliability and quality of code in multi-agent systems, which is essential as these systems become more prevalent in various applications.

按谁的角度看

产品经理

对于产品经理来说，了解Humanize的能力可以为利用增强编码可靠性的产品开发策略提供信息，最终导致更好的产品结果。

For product managers, understanding the capabilities of Humanize can inform product development strategies that leverage enhanced coding reliability, ultimately leading to better product outcomes.

开发者

开发人员可以通过采用Humanize受益，因为它提供了一个确保更高代码质量的结构化审查框架，可能减少错误并提高整体项目效率。

Developers can benefit from adopting Humanize as it provides a framework for ensuring higher code quality through structured reviews, potentially reducing bugs and improving overall project efficiency.

学生与求职者

学生和求职者应注意Humanize，因为它代表了行业中将人类监督整合到编码过程中的趋势，突显了质量保证技能在未来职业中的重要性。

Students and job-seekers should take note of Humanize as it represents a growing trend in the industry towards integrating human oversight in coding processes, highlighting the importance of quality assurance skills in their future careers.

覆盖来源

来源标题与摘录保留原文，以便核对与追溯。

  • arXiv cs.AI

    Humanize: Judgement Engineering for Agentic Coding

    Humanize, a new multi-agent orchestration workflow, has been released to enhance reliability in agentic coding through judgement engineering. By incorporating a structured review process with human approval and independent review agents, it aims to significantly improve code quality, demonstrating promising results in various applications and competitions.