文章、回答、视频、播客和访谈的统一归档 · LinkedIn · 构建与工程 · 7 条 · 第 1 / 1 页
2025
Beyond the IDE: The Engineer of the Future is Customer-Focused
Introduction – A New Morning in Engineering: The sun peeks through the blinds as an engineer settles in for the workday, coffee in hand. But this isn’t the codi...
Why LanceDB is THE Database for Multimodal AI: A Technical Comparison
Vector databases have become critical for powering AI applications that rely on similarity search, from semantic text search and recommendation engines to image...
The AI-Native Way of Developing Software: A Personal Journey into the Future of Coding
Introduction: From Skeptic to Believer in AI-Assisted Coding I still remember the first time I pair-programmed with an AI. It was late 2021, and I had just inst...
大模型落地的未来：开源+微调？
最近，AI 社区里流传着这样一句话——“通用大模型很强，但我并不需要我的应用去给我背诵法文诗歌。” 这句话听上去有点调侃，却反映了一个重要现象：许多企业和开发者在早期会选择大型通用模型（例如 GPT-4）去快速验证想法，但真正想要落地到生产环境，往往发现必须在速度、成本和“专用领域准确度”之间做权衡。 于是，“微调（F...
AI让“外行”变高手？——从AI音乐到AI编程的思考
你是否曾想过，不懂代码的人也能用AI完成创意编程？或者一个不懂音乐的程序员，也可以用AI做出让自己都惊喜的音乐？在AI时代，这些都不再是天方夜谭。本文将结合我自身“用AI做音乐”的经历，聊聊“AI原生（AI-native）”的思维方式，为什么它能让“外行”获得更多超级能力。 1. “外行”做音乐：不一样的创作角度 我是...
Learning from a “Failed” Cursor Project: Why It’s Sometimes Better to Start Fresh
Have you ever spent days refactoring code, only to discover it would have been faster—and more effective—to start over? If this sounds familiar, you’re not alon...
I Built Three Projects Without Typing a Single Line of Code
Could you imagine spending 10 years honing your coding skills, only to one day put your hands in your pockets and simply tell an AI to build your next project? ...