问HN:对于一位经验丰富的开发者来说,开始一个新项目时的AI配置是什么?

3作者: postexitus19 天前原帖
我已经在软件开发领域工作了超过20年,经历了不少风浪。得益于我目前工作单位的慷慨支持,我开始接触大型语言模型(LLM),对此印象深刻。然而,由于我们使用的是遗留代码库,LLM的影响在某种程度上是有限的。如果我想启动一个新项目(比如一个带后端的网页应用),那么目前的最佳实践是什么?在问题跟踪、持续集成、自动部署、代理、文档等方面,有没有一些可以直接应用的蓝图,让我能够站在前人的肩膀上?
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I have been working as a software developer for more than 20 years now. Been around the block a few times. Thanks to generous allowances in my current place, I've dipped my toes into LLM world and am quite impressed with it. However, we are on a legacy code base, LLM impact is limited in a sense. If I was to start a new project (let's say a web app with backend) - what is the state of the art for the setup? From Issue tracking, CI, automated deployments, agents, documentation etc - is there some blueprint I can just deploy and know that I am standing on the shoulders of giants?