Shipping at Inference-Speed

章节 1：引言——“Vibe Coding”与推理速度的质变

📝 本节摘要：

本章回顾了自五月以来“Vibe Coding”（氛围编码）的巨大飞跃，作者指出代码生成的直接可用性已从惊喜变为常态。作者强烈反驳了“使用Agent会导致开发者与架构脱节”的观点，认为经验丰富的开发者能精准预判Agent的表现。同时，作者提出软件开发的瓶颈已从编码速度转移至推理时间和深度思考，并主张大多数应用应从CLI（命令行界面）起步，以便Agent能闭环验证。

[原文] [Peter Steinberger]: It’s incredible how far “vibe coding” has come this year.

[译文] [Peter Steinberger]: 今年“Vibe Coding”（氛围编码）的进展真是令人难以置信。

[原文] [Peter Steinberger]: Whereas in ~May I was amazed that *some* prompts produced code that worked out of the box, this is now my expectation.

[译文] [Peter Steinberger]: 虽然在5月左右，我还对 *某些* 提示词能直接生成开箱即用的代码感到惊讶，但 现在这已是我的基本预期。

[原文] [Peter Steinberger]: I can ship code now at a speed that seems unreal.

[译文] [Peter Steinberger]: 我现在的代码发布速度快得简直不真实。

[原文] [Peter Steinberger]: I burned a lot of tokens since then. Time for an update.

[译文] [Peter Steinberger]: 从那以后我消耗了大量的 Tokens（令牌）。是时候更新一下近况了。

[原文] [Peter Steinberger]: It’s funny how these agents work.

[译文] [Peter Steinberger]: 这些 Agents（智能体）的工作方式很有趣。

[原文] [Peter Steinberger]: There’s been this argument a few weeks ago that one needs to write code in order to feel bad architecture and that using agents creates a disconnection - and I couldn’t disagree more.

[译文] [Peter Steinberger]: 几周前有一种观点认为，人必须亲手写代码才能感知到糟糕的架构，而使用 Agents 会造成一种脱节——对此我 完全不敢苟同。

[原文] [Peter Steinberger]: When you spend enough time with agents, you know exactly how long sth should take, and when codex comes back and hasn’t solved it in one shot, I already get suspicious.

[译文] [Peter Steinberger]: 当你花足够的时间与 Agents 共处，你会确切知道某件事应该花多长时间，而当 Codex 返回结果却没能一次性解决问题时，我就已经开始怀疑了。

[原文] [Peter Steinberger]: The amount of software I can create is now mostly limited by inference time and hard thinking.

[译文] [Peter Steinberger]: 我现在能创造的软件数量主要 受限于推理时间和深度思考。

[原文] [Peter Steinberger]: And let’s be honest - most software does not require hard thinking.

[译文] [Peter Steinberger]: 而且老实说——大多数软件并不需要深度思考。

[原文] [Peter Steinberger]: Most apps shove data from one form to another, maybe store it somewhere, and then show it to the user in some way or another.

[译文] [Peter Steinberger]: 大多数应用程序只是将数据从一种形式推送到另一种形式，也许将其存储在某处，然后以某种方式展示给用户。

[原文] [Peter Steinberger]: The simplest form is text, so by default, whatever I wanna build, it starts as CLI.

[译文] [Peter Steinberger]: 最简单的形式是文本，所以默认情况下，无论我想构建什么，都从 CLI（命令行界面）开始。

[原文] [Peter Steinberger]: Agents can call it directly and verify output - closing the loop.

[译文] [Peter Steinberger]: Agents 可以直接调用它并验证输出——从而形成闭环。