hemi @hggcode
hello Joined July 2022-
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zeropod is a tool that automatically checkpoints containers to disk after a certain amount of time of the last TCP connection, allowing for fast and seamless scaling down to zero ➤ ku.bz/4gcszQMbG
微软出的一套如何构建 AI Agent 的入门课程， 覆盖挺全面的，也有中文版本 github.com/microsoft/ai-a…
让孩子学什么，未来不会被AI取代？ 有人问OpenAI的CEO Sam Altman 一个问题：“你会建议自己的儿子去学习什么，才能确保30年后他的工作不会被AI取代？” Altman 的回答很有意思。他首先提到了一组让人震惊的数字：…
关于Agents： 1、agents的最佳设计原则有两个：…
Github 宝藏 各种小朋友的教育资料 从幼儿园 小学、初中、高中 涵盖学而思，万维、猿辅导等多个机构 持续增加中 github.com/mswnlz/edu-kno…
《Machine Learning Systems》：mlsysbook.ai 哈佛大学机器学习课程的教科书，作者为该课程讲师Vijay Janapa Reddi教授，书本开放免费阅读和下载。 MIT出版社目前已获得该书版权，预计将于2026年下旬推出修订后的纸质版。
Practical guide to fuzzing the Binder kernel driver using the Linux Kernel Library (LKL) androidoffsec.withgoogle.com/posts/binder-f… Credits Eugene Rodionov, Gulshan Singh and Zi Fan Tan #infosec #android
找到了个巨猛的 CUDA 教程。7K Star， 特别适合新手看。教程也是国人写的哦，有中文。并且更新也很快，像刚出的 HunyuanImage-2.1 相关内容也有。 地址：github.com/xlite-dev/Leet…
A nice article about "Memory Allocation in Go" #golang nghiant3223.github.io/2025/06/03/mem…
动手学大模型？上海交大的《Dive into LLMs》系列超赞！从微调预训练模型，到提示工程、知识编辑、越狱攻击，甚至多模态模型和GUI代理自动化任务，全是 Jupyter 笔记本实战。还和华为合作推出本地化开发全流程，适合从零起步的你！🚀 #AI #LLMs github.com/Lordog/dive-in…
这个应该是我看过的最深度的 Claude Code 解析文章，从使用到设计原理详细剖析了 Claude Code 为什么这么好。 比如，Claude Code 对于用户输入的人物，按照难易程度会分为三个等级处理： 简单的任务（通常是单文件任务，比如写一个网页），使用 Enhanced TodoWrite，主打响应快速。 复杂任务…
不用写工具，MCP服务器里现抓现用的通用AI智能体框架：DeepMCPAgent 它通过MCP来动态发现和调用外部工具，然后规划、调用，无需编程 与LangChain和LangGraph无缝集成，兼容主流LLM…
Anthropic 刚出了个官方教程，教你如何写MCP工具给Agent用。 我看了下，教程写的很系统，从构建到测试全写了，还给出了如何构建好的工具的指导性原则，点赞👍 教程地址：anthropic.com/engineering/wr…
Shopify 分享了他们构建 Agent 的经验，整体架构也是目前主流的 Agentic Loop，就是不停的循环，让大模型判断需要调用什么工具，Agent 去调用工具，根据调用工具的结果看是继续调用工具还是任务完成。 他们针对打造 AI 智能体给了4条核心建议 1. 架构简单化，工具要清晰有边界 2.…
Shopify 分享了他们构建 Agent 的经验，整体架构也是目前主流的 Agentic Loop，就是不停的循环，让大模型判断需要调用什么工具，Agent 去调用工具，根据调用工具的结果看是继续调用工具还是任务完成。 他们针对打造 AI 智能体给了4条核心建议 1. 架构简单化，工具要清晰有边界 2.… https://t.co/eVzwdekm5F
You can learn 80% of Kubernetes concepts without touching the cloud? And we are only talking about a simple Kind cluster running on your laptop. For example, - With MetalLB, you can see how Layer 2 (ARP/NDP) load balancing works. - With Ingress + MetalLB, you get hands-on…
朋友解读了一篇Anthropic 今年三月研究AI内部推理机制的论文，太有意思了。 1. 之前以为AI遇到不会的问题就会产生幻觉，其实默认状态是“我不知道”，只有被某些信号误导，才会产生。 2. AI会长远规划，比如写诗不是碰押韵，会提前规划好结尾的韵脚。 3.…
AI 正从“调个模型”演进到“全栈工程化”——只有把数据、训练、部署、监控、Agent 与商业闭环串成一条生产线，才算真正的 AI Engineering，下面 9 本书，AI Engineering 必备，能找到免费 PDF 我都扒出来了，其他的也有一些能在线阅读，等什么？学起来！ 1. AI Engineering – Chip Huyen 把 LLM…
AI 正从“调个模型”演进到“全栈工程化”——只有把数据、训练、部署、监控、Agent 与商业闭环串成一条生产线，才算真正的 AI Engineering，下面 9 本书，AI Engineering 必备，能找到免费 PDF 我都扒出来了，其他的也有一些能在线阅读，等什么？学起来！ 1. AI Engineering – Chip Huyen 把 LLM… https://t.co/oYSmkNzHLX
这一期 openai 姚顺雨访谈，很有信息量。尤其是关于memory和agent的讨论，非常基础/底层/重要，值得多读几遍。 （清华姚班→普林斯顿 PhD；6年 language agent 研究，openai 研究员） 分享一下我的部分笔记和思考： ## memory - llm memory 是让ai发挥商业价值的关键，是发挥llm能力的关键。 -…
这一期 openai 姚顺雨访谈，很有信息量。尤其是关于memory和agent的讨论，非常基础/底层/重要，值得多读几遍。 （清华姚班→普林斯顿 PhD；6年 language agent 研究，openai 研究员） 分享一下我的部分笔记和思考： ## memory - llm memory 是让ai发挥商业价值的关键，是发挥llm能力的关键。 -…
从零实现 vLLM 的第三篇文章，我们来了解如何加速 Attention 计算，学习 FlashAttention 的原理。 要理解 FlashAttention 的巧妙，我们必须先理解传统注意力机制的“笨拙”之处。…
kube-state-metrics (KSM) is a service that listens to the Kubernetes API server and generates metrics about the state of objects such as deployments, nodes and pods ➤ ku.bz/dDvBl9Xh5
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