Devin AI是Cognition AI团队推出的一款名为Devin的人工智能软件工程师,它被誉为世界上第一个完全自主的AI软件工程师。Devin AI在2024年3月12日发布,并在SWE-bench编码基准测试中设立了新的技术标杆。
Devin AI具备多项强大的能力,包括学习如何使用不熟悉的技术、构建和部署端到端的应用程序、自主地找出并修复代码库中的错误、训练和微调自己的AI模型,以及为成熟的生产存储库做出贡献。它不仅可以处理包括部署网站、调试代码、生成隐藏信息图像、训练计算机视觉模型在内的多种任务,还能在软件工程基准测试中独立完成高达13.86%的案例,这远高于其他大型语言模型。
此外,Devin AI还具备“成长”的能力,它不仅可以作为AI助手协助人类完成编程任务,更能像一个可以独立操作的真正员工一样,独自承担并完成任务。这使得团队能将部分工作外包给AI助手,从而让他们能更专注于更具创意的工作。
总的来说,Devin AI是一款功能强大、技术娴熟的人工智能软件工程师,它的出现预示着人工智能在编程领域的全新发展和应用前景。
Devin AI: To Be Feared or Embraced?
Devin AI:害怕还是拥抱?
Scrolling through Twitter today, it feels like everyone's buzzing about Devin, the new AI software engineer from Cognition. The conversation is dominated by anxieties – will Devin render us jobless? Is "no-code" development the future? Here on dev.to, however, the discussion seems strangely muted. Let's break the silence and delve deeper into Devin's capabilities and what it truly means for the software development landscape.
今天浏览推特,感觉每个人都在谈论Cognition的新人工智能软件工程师Devin。谈话充斥着焦虑——德文会让我们失业吗?“无代码”开发是未来吗?然而,在dev.to上,讨论似乎出奇地沉默。让我们打破沉默,深入研究Devin的能力,以及它对软件开发领域的真正意义。
The Advent of Devin: Who Or What Exactly Is It?
Originally introduced by Cognition AI, Devin is an unprecedented entrant in the field of autonomous coding agents. Unlike its counterparts, Devin isn’t confined to autocompleting tasks - it can architect and produce entire applications within minutes.
Devin最初由Cognition AI引入,是自主编码代理领域前所未有的参与者。与同行不同,Devin并不局限于自动完成任务——它可以在几分钟内构建和生成整个应用程序。
Accompanied by its shell, code editor, and web browser, Devin functions as an autonomous agent resolving software engineering issues. In performing tasks, it has showcased a shocking 13.86% success rate in rectifying GitHub issues found in real-world open-source projects. What's more, Devin transcends its original programming to learn unfamiliar technologies and refine its AI model.
伴随着它的外壳、代码编辑器和web浏览器,Devin充当了解决软件工程问题的自治代理。在执行任务时,它在纠正现实世界开源项目中发现的GitHub问题方面表现出了令人震惊的13.86%的成功率。更重要的是,Devin超越了原来的编程,学习了不熟悉的技术,并完善了其人工智能模型。
A Stellar Resume: Practical Engineering and Real Jobs
明星简历:实用工程与真实工作
Devin not only dominated the SWE-Bench coding benchmark but also sailed through practical engineering interviews from leading AI companies. Remarkably, it didn't stop at simulated tasks. When handed real jobs on Upwork, Devin proved capable, even succeeding in building a custom chrome extension.
Devin不仅在SWE Bench编码基准测试中占据主导地位,还顺利通过了领先人工智能公司的实际工程面试。值得注意的是,它并没有止步于模拟任务。当在Upwork上获得真正的工作时,Devin证明了自己的能力,甚至成功地构建了一个定制的镀铬扩展。
Disconcerting as it might be for some, Devin's entrance isn't restricted to experimental scenarios. It's out there in the workforce, contributing to mature production repositories, and making noticeable waves.
尽管这可能会让一些人感到不安,但Devin的加入并不局限于实验场景。它存在于劳动力中,为成熟的生产存储库做出贡献,并掀起了引人注目的浪潮。
The Future of No-Code: A Blessing or a Curse?
无代码的未来:祝福还是诅咒?
As speculation about job security swells amidst the news of this revolutionary AI tool, it's essential to trace back to its origins. Rightly termed an artificial intelligence innovation, Devin's potential is beyond argument. But is it a harbinger of an unemployed human workforce?
随着这种革命性的人工智能工具的消息传出,人们对工作保障的猜测越来越多,追溯其起源至关重要。Devin被恰当地称为人工智能创新,其潜力毋庸置疑。但这是否预示着劳动力失业?
Sure, Devin is paving the path to a truly no-code future. With its ability to craft and release comprehensive software applications, the prospect of redundant traditional developers isn't inconceivable. Currently, large language models like Google's Gemini or OpenAI's ChatGPT fail to match Devin's capabilities, a mere testament to the latter's superior programming.
当然,Devin正在为真正的无代码未来铺平道路。凭借其开发和发布全面软件应用程序的能力,冗余传统开发人员的前景并非不可想象。目前,像谷歌的Gemini或OpenAI的ChatGPT这样的大型语言模型无法与Devin的能力相匹配,这只是后者卓越编程的证明。
How Devin Operates: Breaking Down the Process
Devin如何运作:分解流程
At the heart of Devin's unprecedented functionality lies an autonomous system, operating with its unique code editor, command line, and browser. It's been designed to streamline complex software-related challenges, splitting monumental tasks into manageable segments.
Devin前所未有的功能的核心是一个自主系统,通过其独特的代码编辑器、命令行和浏览器进行操作。它旨在简化复杂的软件相关挑战,将重大任务划分为可管理的部分。
The process isn't robotic. Devin strategically plans and carries out intricate engineering projects. It responds to user feedback, promptly works around errors, and provides real-time progress updates.
这个过程不是机器人式的。Devin战略性地规划和实施复杂的工程项目。它响应用户反馈,及时解决错误,并提供实时进度更新。
The Final Verdict: A Remarkable Development
最终裁决:一个显著的发展
Regardless of fears over job security, Devin is undeniably a remarkable leap in the AI landscape. The technological realm is always evolving, with discoveries pushing boundaries and redefining norms. Rather than focusing on the potential risks, let’s appreciate the extraordinary progress that has brought us Devin. Engulfed in the wave of AI development, it's time to embrace this AI assistant and acknowledge the new height of software engineering it heralds. Devin might just be the future. And the future, as they say, is now.
抛开对工作保障的担忧不谈,Devin无疑是人工智能领域的一个显著飞跃。技术领域总是在不断发展,随着发现突破界限,重新定义规范。与其把注意力集中在潜在的风险上,不如让我们欣赏给我们带来的非凡进步。沉浸在人工智能发展的浪潮中,是时候拥抱这款人工智能助手,并承认它所预示的软件工程的新高度了。德文可能只是未来。正如他们所说,未来就是现在。