点击上方“Deephub Imba”,关注公众号,好文章不错过 !如果你在 ChatGPT、Claude 或 Gemini 里输入过一个问题但是发现："这不是我的意思"——那你已经碰到了 prompt engineering ...

该框架具备显著的技术优势：一方面，支持 Python 与 .NET 跨语言开发，满足不同技术栈团队的需求；另一方面，采用开源模式促进社区协作与技术创新，加速智能代理应用的落地进程。在实际应用中，Microsoft Agent Framework 已展现出强大的企业级服务能力，例如全球知名咨询机构 KPMG 通过该框架构建了 ...

Prompt caching 本身的定价逻辑是商业驱动和技术权衡的结果。5 分钟 TTL 的缓存对于大多数 Agent 场景已经足够——单次用户交互通常集中在数秒到数分钟内，跨小时的长对话可以通过上下文摘要来解决。1 小时 TTL 则覆盖了更长的会话窗口，代价是首次写入成本翻倍。

Google AI Studio lets users test Gemini models, build apps, generate media, and export code. Here’s what it does, costs, and ...

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。一、背景在 OpenClaw、Claude Code 等产品出现之前，开发同学实现一个 Agent 的基本思路是：基于 LLM 实现一个 Loop 调用，配合 MCP ...

Aaron Erickson discusses the evolution of AI workflows, shifting from "vibe checking" to building reliable, multi-agent ...

如果你正在用WebSocket给LLM应用做token流式传输，上面这些坑你大概率踩过。WebSocket确实能干活，但它带来的麻烦也不少：连接 ...

Supply chain chaos, old bugs, smarter phishing, and botnets everywhere — here’s what broke the internet this week.

You installed Hermes. You made it look better than ChatGPT. Now you're wondering what to actually do with it. Here are some ...

I made my own Google TV remote with an ESP32, and it's better than the actual remote.

This vibe coding cheat sheet explains how plain-language prompts can build apps fast, plus the planning, testing, and ...

Matt Sanner, 54, vibe coded an app using Cursor called ScamSkeptic for his aging family, who had fallen victim to scams.