A2A 协议详解：Agent-to-Agent 与 Application-to-Application 的区别与落地
最近「A2A」这个词在 AI 圈子里出现频率越来越高，但很多人第一次听到会懵：A2A 到底是指什么？ 其实 A2A 目前有两种主流含义：一种是当下最火的 Agent-to-Agent（AI 智能体通信协议），由 Google 推动并交由 Linux 基金会托管；另一种是传统 IT 领域常说的 Ap...
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2026
The A2A Protocol Explained: The Difference Between Agent-to-Agent and Application-to-Application, and How to Land It
Lately the term “A2A” has been turning up more and more often in AI circles, but a lot of people are confused the first time they hear it: what exact...
When AI Learns to Order Coffee: The Full Record of Luckin CLI, from Installation to Avoiding Pitfalls
In one sentence: Luckin Coffee has released a command-line tool that lets you order coffee in natural language. This post records the whole process —...
当 AI 学会点咖啡：瑞幸 Luckin CLI 从安装到避坑全记录
一句话总结：瑞幸出了个命令行工具，能用自然语言点咖啡。本文记录从安装、登录、配置模型到踩坑解决的全过程，Windows 用户特别注意 .env 不生效的问题。 一、前言：咖啡党的终极偷懒工具作为一个每天靠咖啡续命的开发者，我最近发现了一个有意思的东西——瑞幸咖啡官方推出的 Luckin CLI...
给博客加上AI播客：用豆包TTS实现文章转双人对话语音
引言上周末整理博客时突然想到一个问题：文章写得再长，读者真正能看完的也就前几百字。尤其是技术类文章，动辄几千字，很多人看到一半就划走了。如果能把文章转成语音，让访客在通勤、做家务的时候听，会不会是一个更好的内容消费方式？ 抱着这个想法，我调研了一圈语音合成方案，最后选定了火山引擎的豆包播客TTS。它...
2026
The A2A Protocol Explained: The Difference Between Agent-to-Agent and Application-to-Application, and How to Land It
Lately the term “A2A” has been turning up more and more often in AI circles, but a lot of people are confused the first time they hear it: what exact...
The A2A Protocol Explained: The Difference Between Agent-to-Agent and Application-to-Application, and How to Land It
Lately the term “A2A” has been turning up more and more often in AI circles, but a lot of people are confused the first time they hear it: what exact...
When AI Learns to Order Coffee: The Full Record of Luckin CLI, from Installation to Avoiding Pitfalls
In one sentence: Luckin Coffee has released a command-line tool that lets you order coffee in natural language. This post records the whole process —...
When AI Learns to Order Coffee: The Full Record of Luckin CLI, from Installation to Avoiding Pitfalls
In one sentence: Luckin Coffee has released a command-line tool that lets you order coffee in natural language. This post records the whole process —...
Adding an AI Podcast to the Blog: Turning Articles into Two-Host Dialogue Audio with Doubao TTS
IntroductionWhile tidying up the blog last weekend, a question suddenly came to mind: no matter how long an article is, readers can realistically only...