首先运行测试

出处: First run the tests

发布: 2026年2月24日

📄 中文摘要

在使用编码代理时,自动化测试已成为必不可少的环节。过去对于不编写测试的借口,如耗时和在快速变化的代码库中不断重写的成本,已不再成立,因为代理可以在几分钟内完成这些工作。测试对于确保 AI 生成的代码能够如预期工作至关重要,因为未执行的代码在生产环境中能否正常运行完全依赖运气。此外,测试也是帮助代理快速熟悉现有代码库的有效工具,能够提升其对现有功能的理解和应用能力。

📄 English Summary

First run the tests

Automated tests have become essential when working with coding agents. The previous excuses for not writing tests, such as them being time-consuming and costly to rewrite in a rapidly evolving codebase, are no longer valid, as agents can generate them in just a few minutes. Tests are crucial for ensuring that AI-generated code performs as expected, since unexecuted code's functionality in production is purely a matter of luck. Additionally, tests serve as an effective tool for helping agents quickly familiarize themselves with an existing codebase, enhancing their understanding and application of existing features.

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