现在编写代码成本低廉

出处: Writing code is cheap now

发布: 2026年2月23日

📄 中文摘要

在采用代理工程实践时,最大的挑战在于适应编写代码成本低廉这一事实。过去,编写几百行干净且经过测试的代码通常需要软件开发人员花费一天或更长时间。因此,许多工程习惯在宏观和微观层面上都是围绕这一核心约束建立的。在宏观层面,团队花费大量时间设计、估算和规划项目,以确保昂贵的编码时间尽可能高效地使用。产品功能的想法通常根据其能提供的价值进行评估,这使得工程师们在项目管理中更加谨慎和系统化。

📄 English Summary

Writing code is cheap now

The biggest challenge in adopting agentic engineering practices lies in getting comfortable with the fact that writing code is now inexpensive. Historically, producing a few hundred lines of clean, tested code has taken most software developers a full day or more. Many of our engineering habits, both at macro and micro levels, are built around this core constraint. At the macro level, teams spend significant time designing, estimating, and planning projects to ensure that their costly coding time is utilized as efficiently as possible. Product feature ideas are often evaluated based on the value they can provide, leading engineers to be more cautious and systematic in project management.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等