我不再编写代码,我雕刻代码。
I don't write code anymore – I sculpt it

原始链接: https://www.jerpint.io/blog/2026-01-24-i-dont-write-code-anymore-i-sculpt-it/

作者的编码过程随着像Claude-code这样的人工智能编码助手出现而发生了根本性的转变。他们现在主要专注于“雕琢”人工智能*生成*的代码,而不是从头开始编写。这包括完善输出——去除冗余、改进结构并确保可重用性——这个过程需要批判性思维和对项目目标的更广泛理解。 虽然人工智能擅长根据现有模式生成技术上可靠的代码,但它缺乏创造力、大胆和识别根本缺陷的能力。作者强调持续需要人工监督,充当“雕塑家”以防止人工智能生成代码变得臃肿和无效。本质上,人工智能提供原材料,但人类判断对于将其塑造成完善、实用和可维护的最终产品至关重要。

“jerpint” 在 Hacker News 上发布的一篇名为“我不再编写代码,而是塑造它”的帖子引发了关于程序员角色演变的讨论。作者暗示从仅仅*编写*代码转变为深入理解和塑造代码。 一位名为“anonymous908213”的评论者强烈不同意盲目依赖预构建抽象化的观点。他们认为,避免基础理解——例如实现排序算法——会阻碍个人成长,并使开发者容易受到无法解释的错误和浪费时间的困扰。他们提倡通过更深入地理解底层代码来承担所有权和控制权,即使有现成的解决方案。 这场交流凸显了利用现有工具提高效率与优先考虑基础知识和控制权以实现长期理解和解决问题的争论。
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原文

I’ve noticed a shift in how I code. I rarely write code anymore - claude-code does most of the coding for me. I sculpt the outputs into something more durable.

Once the code is in a working state, based on my original prompt/specs, I then proceed to sculpting - remove excess lines, delete bloat, make sure the pieces fit and can be reused. I study the diffs. I think about what we are trying to implement, and if this iteration brings us closer to it.

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Where things go, how pieces fit, reusable patterns - this is more question of subjective taste and big-picture thinking.

I don’t think the coding models we have can replace humans - yet. Proof of that is I still need to write prompts for anything to get done.

Today’s coding agents are not good at being creative. At being bold and coming up with novel solutions. They don’t do well at making critical judgement calls, pointing out egregious flaws.

Where they shine is regurgitating beautiful coding abstractions that have stood the test of time - code I often wouldn’t be able to write myself. This isn’t new - I would never have written my own sorting algorithm to sort a list in the past. I would instead rely on abstractions left for me by those with more experience.

Models build on top of what’s there, and will find all sorts of ways to add code to make it work.

They almost never remove dead code. They rarely tend to disagree with me. They rarely tend to say no.

Without a sculptor, this leads to a bloated statue with no defining features, too heavy to stand, no story to tell. For now I chip away at the code.

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