HN 提问:经验丰富的开发者在新项目上启动 AI 的配置是什么?

3作者: postexitus22 天前
我从事软件开发已经有20多年了,经验丰富。得益于目前公司慷慨的资源投入,我涉足了大型语言模型(LLM)领域,并对其印象深刻。然而,我们目前使用的是遗留代码库,LLM的应用在某种程度上受到了限制。如果我要开始一个新项目(假设是一个带有后端服务的Web应用程序),那么当前最先进的设置是什么?从问题跟踪、持续集成(CI)、自动化部署、代理、文档等方面来看,是否有某种可以直接部署的蓝图,让我能够站在巨人的肩膀上?
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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?