Capybara Lab / 水豚数智社 on Capybara Labhttps://www.capybara-lab.com/Recent content in Capybara Lab / 水豚数智社 on Capybara LabHugo -- gohugo.ioen-usSun, 05 Apr 2026 00:00:00 +0000告别高昂API账单：Serverless GPU托管大模型实战指南（深度解析版）https://www.capybara-lab.com/articles/serverless-gpu-hosting-llm-cost-guide/Sun, 05 Apr 2026 00:00:00 +0000https://www.capybara-lab.com/articles/serverless-gpu-hosting-llm-cost-guide/拆解商业 API 的隐性成本，并对比 Modal、Baseten、RunPod、ZeroGPU 等方案，理解如何用 Serverless GPU 低成本托管自己的大模型。数智水豚AI周报（2026/04/05）：当资本狂欢遇上应用迷局https://www.capybara-lab.com/articles/weekly-updates-2026-04-05/Sun, 05 Apr 2026 00:00:00 +0000https://www.capybara-lab.com/articles/weekly-updates-2026-04-05/从融资狂潮、模型进展到应用落地与安全焦虑，梳理 2026 年 4 月 5 日这一周 AI 世界最值得关注的 22 个切面。告别“失忆”：为 AI Agent 注入长效记忆的架构与方法论https://www.capybara-lab.com/articles/agent-long-term-memory-architecture/Sat, 04 Apr 2026 00:00:00 +0000https://www.capybara-lab.com/articles/agent-long-term-memory-architecture/从超大上下文窗口的局限讲起，系统梳理 Agent 长效记忆的类型、生命周期、更新路径，以及它与 RAG 的关键区别。AI本周新见闻（2026/03/29）https://www.capybara-lab.com/articles/weekly-updates-2026-03-29/Sun, 29 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/weekly-updates-2026-03-29/从 ERP、营销、电商到安全治理，观察 Agent 进入执行层后，企业落地为何同时踩下油门与刹车。告别"失忆"：如何为你的 AI Agent 打造真实可用的长效记忆？https://www.capybara-lab.com/articles/agent-long-term-memory/Sun, 29 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/agent-long-term-memory/从上下文窗口的局限讲起，系统拆解 Agent 长效记忆的核心类型、生命周期，以及热路径与后台更新的工程权衡。AI 智能体终迎通用语：深度解读 A2A 协议，开启协作新纪元https://www.capybara-lab.com/articles/a2a-protocol-multi-agent-collaboration/Sun, 22 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/a2a-protocol-multi-agent-collaboration/从 A2A 协议的设计目标、角色分工与交互方式出发，理解多智能体协作为什么开始走向标准化。AI本周新见闻（2026/03/22）https://www.capybara-lab.com/articles/weekly-updates-2026-03-22/Sun, 22 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/weekly-updates-2026-03-22/从端侧 Agent、算力协议到 AI FinOps 与监管动作，本周焦点集中在 AI 基础设施如何走向可持续运行。AI本周新见闻（2026/03/15）https://www.capybara-lab.com/articles/weekly-updates-2026-03-15/Sun, 15 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/weekly-updates-2026-03-15/当 Agent 开始渗透企业工单、连接器与运营系统，AI 的核心命题也从能力展示转向治理、调试与可控部署。AI本周新见闻（2026/03/08）https://www.capybara-lab.com/articles/weekly-updates-2026-03-08/Sun, 08 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/weekly-updates-2026-03-08/当算法效率快速突破，而企业数据与系统准备仍明显滞后，本周最值得关注的是技术加速度与组织惯性的正面碰撞。手把手教你构建 Agent Skill：让你的 AI 从此告别“健忘症”https://www.capybara-lab.com/articles/build-agent-skill-from-scratch-cn/Sun, 08 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/build-agent-skill-from-scratch-cn/从判断任务是否值得封装开始，逐步讲清 Agent Skill 的结构、触发方式与实战写法。给你的 AI 装个“技能包”，让它从“万事通”变“专家”https://www.capybara-lab.com/articles/agent-skills-from-generalist-to-specialist/Sun, 01 Mar 2026 00:00:00 +0000https://www.capybara-lab.com/articles/agent-skills-from-generalist-to-specialist/解释 Agent Skills 的核心机制，以及它为什么能让通用 AI 逐步变成可复用的领域专家。为什么要做 Capybara Lab / 水豚数智社https://www.capybara-lab.com/articles/first-post/Mon, 16 Feb 2026 00:00:00 +0000https://www.capybara-lab.com/articles/first-post/这是 Capybara Lab / 水豚数智社的第一篇文章：解释为什么要做这个网站、这里会写什么，以及接下来值得期待什么。<link>https://www.capybara-lab.com/uploads/articles/readme/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://www.capybara-lab.com/uploads/articles/readme/</guid><description>Article upload folder Put your raw article materials here. Recommended structure Create one subfolder per article, for example: content/uploads/articles/my-first-article/ content/uploads/articles/ai-market-notes-april/ Inside each article folder, upload: article.md — the article text cover.jpg or cover.png — optional cover image any inline images used by the article Example content/uploads/articles/my-first-article/article.md content/uploads/articles/my-first-article/cover.jpg content/uploads/articles/my-first-article/chart-1.png After you upload them, tell me which folders are ready and I’ll convert them into published site articles under content/articles/.</description></item><item><title>Abouthttps://www.capybara-lab.com/about/Mon, 01 Jan 0001 00:00:00 +0000https://www.capybara-lab.com/about/I write about AI, tools, products, and industry shifts.Talk to Digital Capybarahttps://www.capybara-lab.com/talk/Mon, 01 Jan 0001 00:00:00 +0000https://www.capybara-lab.com/talk/