# moyutianzun's blog - [About](https://moyutianzun.cn/en/about/) ## Recommend - [Loop 2026-08-24: this column starts](https://moyutianzun.cn/en/loop/2026-08-24/) ## Projects - [moyutianzun.com](https://moyutianzun.cn/en/projects/moyutianzun-com/) ## Blog - [垂类系统的agent如何设计](https://moyutianzun.cn/en/blog/chui-lei-xi-tong-de-agentru-he-she-ji/) - [每日github项目解析:(二)20260605 github robot和agent soul](https://moyutianzun.cn/en/blog/mei-ri-githubxiang-mu-jie-xi-er-20260605/) - [每日github项目解析:(一)20260604](https://moyutianzun.cn/en/blog/mei-ri-githubxiang-mu-jie-xi-yi-20260604/) - [agent eval:(一)deepeval](https://moyutianzun.cn/en/blog/agent-eval-yi-deepeval/) - [vibe coding系列:(三)一边vibe一边read](https://moyutianzun.cn/en/blog/yi-bian-vibeyi-bian-read/) - [agent系列(五):agent架构的落地思考](https://moyutianzun.cn/en/blog/agentxi-lie-wu-ru-he-gou-jian-hao-yi-ge-qaxi-tong/) - [vibe coding系列:(二)GET SHIT DONE](https://moyutianzun.cn/en/blog/vibe-codingxi-lie-er-get-shit-done/) - [agent系列:(四)session管理和agent架构](https://moyutianzun.cn/en/blog/agentxi-lie-si-agentjia-gou/) - [agent系列:(三)context and memory](https://moyutianzun.cn/en/blog/agentxi-lie-san-context/) - [vibe coding系列:(一)我自用的配置(包括claude不封号稳健玩法)](https://moyutianzun.cn/en/blog/vibe-codingxi-lie-yi-wo-zi-yong-de-pei-zhi/) - [agent系列:(二)agent plan](https://moyutianzun.cn/en/blog/agentxi-lie-er-agent-planhe-duo-agent/) - [skills系列(二):skills团队和opencode-omo](https://moyutianzun.cn/en/blog/skillsxi-lie-er-ru-he-gou-jian-ge-ren-de-kai-fa-skillstuan-dui/) - [agent系列(一):实用的agent架构、应用、评估和未来](https://moyutianzun.cn/en/blog/agentzong-shu-jia-gou-ying-yong-ping-gu-he-wei-lai/) - [paper2proj:DeepCode在模态转换之间的编排](https://moyutianzun.cn/en/blog/paper2proj-deepcodezai-mo-tai-zhuan-huan-zhi-jian-de-bian-pai/) - [skills系列:(一)coding未来的管中窥豹](https://moyutianzun.cn/en/blog/claude-code-skills------codingwei-lai-de-guan-zhong-kui-bao/) - [github源码阅读:(二)OpenCode Code agent](https://moyutianzun.cn/en/blog/githubyuan-ma-yue-du------opencode-xiang-mu-jia-gou-wen-dang/) - [github源码阅读:(一)LlamaIndex 上下文数据规范](https://moyutianzun.cn/en/blog/githubyuan-ma------llamaindex-shang-xia-wen-shu-ju-gui-fan/) - [算法 —— 基础篇:DP](https://moyutianzun.cn/en/blog/suan-fa------ji-chu-pian-dp/) - [基本操作:(一)github is all you need](https://moyutianzun.cn/en/blog/github-dai-ma-guan-li------sourcetree/) - [Codex 和 CC —— terminal vibe coding tutorial](https://moyutianzun.cn/en/blog/codex-he-cc------terminal-vibe-coding-tutorial/) - [大佬博客 —— Orz](https://moyutianzun.cn/en/blog/da-lao-bo-ke------orz/) - [context engine note](https://moyutianzun.cn/en/blog/context-engine-note/) - [ LLM 系统架构 note](https://moyutianzun.cn/en/blog/llm-jia-gou-note/) - [deep research design —— note](https://moyutianzun.cn/en/blog/deep-research-design------note/) - [强化学习:从模态对齐到策略优化 —— 2、从GSPO、FSPO、GEPO](https://moyutianzun.cn/en/blog/qiang-hua-xue-xi-cong-mo-tai-dui-qi-dao-ce-lue-you-hua------2-cong-gspodao-gepo/) - [强化学习:从模态对齐到策略优化 —— 1、从PPO 到 GPRO](https://moyutianzun.cn/en/blog/llmce-lue-you-hua-note/) - [Antigravity卡在谷歌登录环节解决方案](https://moyutianzun.cn/en/blog/antigravityqia-zai-gu-ge-deng-lu-huan-jie/) - [生理信号大模型](https://moyutianzun.cn/en/blog/sheng-li-xin-hao-da-mo-xing/) - [算法 —— 基础篇:树图、高精度、二分](https://moyutianzun.cn/en/blog/suan-fa------ji-chu-pian-di-gui-di-tui-shu-tu-gao-jing-du-er-fen-he-dp/) - [迈向具有深度推理的代理RAG:LLM RAG推理系统综述](https://moyutianzun.cn/en/blog/rag-note/) - [langchain note](https://moyutianzun.cn/en/blog/agent-note/) - [未归档偶然发现的好东西](https://moyutianzun.cn/en/blog/wei-gui-dang-ou-ran-fa-xian-de-hao-dong-xi/) - [Triton is all you need —— Matrix Multiplication & Matrix Transpose & Matrix Copy](https://moyutianzun.cn/en/blog/triton-is-all-you-need------matrix-multiplication-matrix-transpose-matrix-copy/) - [deepseek OCR —— 源码解析](https://moyutianzun.cn/en/blog/deepseek-ocr------yuan-ma-jie-xi/) - [CUDA profile 大全 —— nsight computer & nsys & pytorch](https://moyutianzun.cn/en/blog/cuda-profile/) - [Triton is all you need —— Vector Addition & Reverse Array ](https://moyutianzun.cn/en/blog/triton-is-all-you-need------triton/) - [LLM —— attention、MHA、MQA、GQA、MLA](https://moyutianzun.cn/en/blog/llm------attention/) - [算法 —— 基础篇:数组、双指针、滑动窗口、区间](https://moyutianzun.cn/en/blog/suan-fa------shu-zu-shuang-zhi-zhen-hua-dong-chuang-kou/) - [PD分离 —— Prefix Cache和Chunk Prefills](https://moyutianzun.cn/en/blog/pdfen-chi------prefix-cachehe-chunk-prefills/) - [vllm v1 源码解析 —— 单机八卡推理](https://moyutianzun.cn/en/blog/vllm-v1-yuan-ma-jie-xi------dan-ji-ba-qia/) - [vllm v1 源码解析 —— Core ](https://moyutianzun.cn/en/blog/vllm-v1-yuan-ma-jie-xi------core/) - [NCCL —— 标杆](https://moyutianzun.cn/en/blog/nccl------biao-gan/) - [算子进阶 —— 通信算子](https://moyutianzun.cn/en/blog/suan-zi-jin-jie------tong-xin-suan-zi/) - [算子进阶 —— 通算融合](https://moyutianzun.cn/en/blog/suan-zi-jin-jie------tong-suan-rong-he/) - [AMD 2025 分布式推理算子优化挑战赛 —— lect 9/16 note](https://moyutianzun.cn/en/blog/amd-2025-fen-bu-shi-tui-li-suan-zi-you-hua-tiao-zhan-sai------lect-9-16-note/) - [Triton is all you need —— Triton 源码、编译和调试](https://moyutianzun.cn/en/blog/triton-is-all-you-need------triton-yuan-ma-bian-yi-he-diao-shi/) - [AI编译器 —— 笔记](https://moyutianzun.cn/en/blog/aibian-yi-qi------bi-ji/) - [AMD 2025 分布式推理算子优化挑战赛——笔记](https://moyutianzun.cn/en/blog/amd-2025-fen-bu-shi-tui-li-suan-zi-you-hua-tiao-zhan-sai----bi-ji/) - [triton is all you need 之 GEMM](https://moyutianzun.cn/en/blog/triton-is-all-you-need/) - [八股系列:inference infra](https://moyutianzun.cn/en/blog/llm-infra-ba-gu-quan-ji/) - [【CUDA从入门到入土】四、矩阵乘法](https://moyutianzun.cn/en/blog/cudacong-ru-men-dao-ru-tu-si-ju-zhen-cheng-fa/) - [【LLM 必读综述】Speed Always Wins:LLM高效架构调查](https://moyutianzun.cn/en/blog/llm-bi-du-zong-shu-speed-always-wins-llmgao-xiao-jia-gou-diao-cha/) - [如何最快速的找到最核心的几篇文章](https://moyutianzun.cn/en/blog/arxiv/) - [【CUDA从入门到入土】三、reduce算子及其优化](https://moyutianzun.cn/en/blog/cudacong-ru-men-dao-ru-tu-san-reducesuan-zi-ji-qi-you-hua/) - [cursor trae解决插件问题](https://moyutianzun.cn/en/blog/cursor-traejie-jue-cha-jian-wen-ti/) - [【CUDA从入门到入土】二、CUDA调试和必知必会 & Nsight Computer 入门](https://moyutianzun.cn/en/blog/cudacong-ru-men-dao-ru-tu-er-cudabi-zhi-bi-hui/) - [【CUDA从入门到入土】五、cuda_kernel_和_cuda_attention详解](https://moyutianzun.cn/en/blog/cudacong-ru-men-dao-ru-tu-er-cuda_kernel_he_cuda_attentionxiang-jie/) - [【CUDA从入门到入土】一、丝滑的CUDA入门](https://moyutianzun.cn/en/blog/cudacong-ru-men-dao-ru-tu-yi-si-hua-de-cudaru-men/) - [WSL2搭建cuda-triton开发环境](https://moyutianzun.cn/en/blog/wsl2%E6%90%AD%E5%BB%BAcuda-triton%E5%BC%80%E5%8F%91%E7%8E%AF%E5%A2%83/) - [【MLsys 24】keyformer阅读笔记](https://moyutianzun.cn/en/blog/wei-ming-ming-wen-zhang/) - [MLsys24 分类汇总](https://moyutianzun.cn/en/blog/mlsys24-fen-lei-hui-zong/) - [aliyun ubuntu halo AirCloud最速传说](https://moyutianzun.cn/en/blog/aliyun-ubuntu-hexo-nextzui-su-chuan-shuo/)