面向负责任开发者的 AI 编码工具实际应用

AI coding tools like agents can be valuable allies in everyday development work. They help handle time-consuming grunt work, guide you through large legacy codebases, and offer low-risk ways to implement features in previously unfamiliar programming languages. Here are practical, easy-to-apply techniques to help you use these tools to improve your workflow.

像 agents 这样的 AI 编码工具可以成为日常开发工作的宝贵盟友。它们帮助处理耗时的琐碎工作，引导您浏览大型遗留代码库，并提供低风险的方式在以前不熟悉的编程语言中实现功能。这里有一些实用、易于应用的技巧，帮助您使用这些工具改进您的工作流程。

Over the last two years, my team at Work & Co and I have been testing out and gradually integrating AI coding tools like Copilot, Cursor, Claude, and ChatGPT to help us ship web experiences that are used by the masses. Admittedly, after some initial skepticism and a few aha moments, various AI tools have found their way into my daily use. Over time, the list of applications where we found it made sense to let AI take over started to grow, so I decided to share some practical use cases for AI tools for what I call the “responsible developer”.

在过去的两年里，我在Work & Co的团队和我一直在测试并逐步集成像 Copilot、Cursor、Claude 和 ChatGPT 这样的 AI 编码工具，以帮助我们发布被大众使用的 web 体验。诚然，在一些最初的怀疑和几个顿悟时刻之后，各种 AI 工具已经进入我的日常使用。随着时间推移，我们发现让 AI 接管的应用程序列表开始增长，所以我决定分享一些针对我称之为“responsible developer”的 AI 工具的实际用例。

What do I mean by a responsible developer?

我所说的 responsible developer 是什么意思？

We have to make sure that we deliver quality code as expected by our stakeholders and clients. Our contributions (i.e., pull requests) should not become a burden on our colleagues who will have to review and test our work. Also, in case you work for a company: The tools we use need to be approved by our employer. Sensitive aspects like security and privacy need to be handled properly: Don’t paste secrets, customer data (PII), or proprietary code into tools without policy approval. Treat it like code from a stranger on the internet. Always test and verify.

我们必须确保交付符合利益相关者和客户期望的优质代码。我们的贡献（即拉取请求）不应成为同事审查和测试我们工作的负担。此外，如果你在公司工作：我们使用的工具需要得到雇主批准。安全和隐私等敏感方面需要妥善处理：未经政策批准，不要将秘密、客户数据 (PII) 或专有代码粘贴到工具中。将它视为来自互联网陌生人的代码。...