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全部文章 All Articles​

ARTIFICIAL INTELLIGENCE​

  1. AI Agent
  2. AI Agent - Voice AI
  3. AI Agent - Wide Research
  4. AI Agent Context Engineering
  5. AI Agent - LLM Basic
  6. Prompt Collection
  7. 成为AI大师吧 Become AI master
  8. AI Financial Agent
  9. LLM vs traditional NLP/ML/SDE
  10. Deep Research Agents
  11. MCP
  12. IELTS speaking practice partner expert
  13. PR Agents Benchmark Evaluator
  14. Chat Template
  15. 偏差,方差与标准差
  16. Design Good Prompt
  17. Speculative Decoding
  18. Prompt Problems
  19. ChatGPT Fine Tuning
  20. Promising Problems on AI Coding from Cursor
  21. RAG深入理解 RAG Deep Dive
  22. Train Domain LLM with GRPO
  23. AI Agent RAG Basics
  24. The Illustrated Transformer (Notes)
  25. Coding Agent会替代人类吗?Will Coding Agent Replace Human?
  26. LLM为什么使用Decoder only架构?
  27. DeepSeek、WebGUI、RAG本地部署实践
  28. 优化算法 Optimization Algorithmn
  29. Pytorch Cheatsheet
  30. Linear Neural Network
  31. Multilayer Perceptrons (MLP)
  32. PEFT Introduction
  33. S-LORA: SERVING THOUSANDS OF CONCURRENT LORA ADAPTERS
  34. LLM Concept
  35. Nsight System
  36. Prefill和Decode的分析
  37. Statistics
  38. Generate Synthetic Workload
  39. PEFT - LoRA
  40. Deep Learning Overview
  41. DL/ML Common Concept
  42. Self-Attention
  43. Convoulutional Neural Network CNN
  44. Deep Learning Computation
  45. Modern CNN
  46. Modern RNN: GRU, Enconder-Deconder, Seq-Seq
  47. RNN Recurrent Neural Network
  48. Overview

COMPUTER NETWORKS​

  1. 数据链路层 The Data Link Layer
  2. 传输层 The Transport Layer
  3. 物理层 The Physical Layer
  4. 代理与反向代理 Proxy VS Reverse Proxy
  5. 一个请求的始末 The Beginning and End of a Request
  6. 应用层 The Application Layer
  7. 网络层 The Network Layer
  8. OSI七层模型 OSI Network 7 layers Model

DATABASE​

  1. Kafka概述 Overview
  2. Redis Overview
  3. Redis FAQ
  4. MQ
  5. MysQL日志 Log
  6. SQL 最佳实践 Best Practise
  7. Kafka VS Flink
  8. SQL 练习 Select statement
  9. Database Overview
  10. MySQL执行流程 Execution Flow
  11. MySQL索引 Index
  12. MySQL锁 Lock
  13. MySQL事务 Transaction
  14. Storage and Retrieval
  15. MySQL概览 Overview

DISTRIBUTED SYSTEMS​

  1. RPC 请求语义 RPC Semantics
  2. 分布式思考 Distributed Thinking
  3. Lab4 ShardStoreServer
  4. Lab3 Paxos Fault Tolerance
  5. 分布式文件系统 Distributed File System
  6. 拜占庭容错 Byzantine Fault Tolerance
  7. 分布式事务 Distributed Transaction
  8. 共识协议 Distributed Consensus, State Machine Replication
  9. 分布式状态,如何定义一致性? Distributed State and Consistency
  10. 物理时钟,Lamport 时钟与 Vector 时钟 Physical Clock, Lamport Logical Clock, and Vector Clock
  11. 分布式系统概述 Distributed Systems Introduction

LEETCODE​

  1. Python 数据结构精简实现 Python Data Structures
  2. 二分搜索 Binary Search
  3. 二叉树前中后向遍历 Binary Tree Front, Middle, and Post Order Traversal
  4. 周赛 Weekly Contest 410
  5. 周赛 Weekly Contest 411
  6. 周赛 Weekly Contest 412
  7. 周赛 Weekly Contest 414
  8. 周赛 Weekly Contest 417
  9. 周赛汇总
  10. 周赛 Weekly Contest 387
  11. 周赛 Weekly Contest 408
  12. 周赛 Weekly Contest 407
  13. 周赛 Weekly Contest 406
  14. 周赛 Weekly Contest 405
  15. 周赛 Weekly Contest 404
  16. 周赛 Weekly Contest 403
  17. Leetcode problem rating
  18. 周赛 Weekly Contest 402
  19. 周赛 Weekly Contest 401
  20. 背包动态规划 Backup DP
  21. 单调栈 Monotonic Stack
  22. 单调队列 Monotonic Queue
  23. 排序 Sort
  24. 图最短路径 Graph V2
  25. 堆 Heap
  26. LRU缓存
  27. Python 常用语法 Python Frequently Used Syntax
  28. 周赛 Weekly Contest 400
  29. 容斥定理 Inclusion–exclusion principle
  30. 周赛 Weekly Contest 131
  31. 常见单词
  32. 二叉树层序遍历 Binary Tree Level Order Traversal
  33. 回溯之子集 Backtrace-Subset
  34. 图遍历 Graph Traversal, Topological Sort, Unicom Branch
  35. Go常用语法 Golang Syntax
  36. 周赛 Weekly Contest 398
  37. 树形动态规划 Tree DP
  38. 间隔动态规划 Interval DP
  39. 状态机动态规划 State Machine DP
  40. 双周赛 Weekly Contest 130
  41. 周赛 Weekly Contest 395
  42. 周赛 Weekly Contest 396
  43. Algorithm summary
  44. 为什么要学习 LeetCode? Why practice Leetcode?
  45. 线性DP Linear DP
  46. 动态规划原理 DP Principle
  47. 回溯之排列 Backtrace-Permutation
  48. 回溯之组合 Backtrace Combination
  49. 二叉树与递归,相似平衡 Binary Tree and Recursion v2
  50. 二叉树与递归,最近祖先 Binary Tree and Recursion, Nearest Ancestor of Binary Tree
  51. 二叉树与递归,最大深度 Binary Tree and Recursion
  52. 链表删除系列 Linked List Delete Series
  53. 链表快慢指针系列 Linked List Fast Slow Series
  54. 反转链表系列 Linked List Reverse Series
  55. 同向指针滑窗 Same Direction Pointer/Sliding Window
  56. 双指针 Opposite Double Pointer
  57. 规划 Roadmap

MLSYS​

  1. GPU
  2. How to do research in the era of LLM
  3. Machine Learning Systems Overview
  4. Fault Tolerance in LLM Training/Serving Systems
  5. Distributed Training Overview
  6. Distributed Training Approaches
  7. Machine Learning Cluster Architecture
  8. Distributed Training Collective Communication
  9. Distributed Training Parameters Server
  10. Distributed Training System Overview
  11. MLSys Learning PLAN

OPERATING SYSTEMS​

  1. 浮点数
  2. 系统调用和零拷贝技术
  3. 操作系统内存管理 Memory Management
  4. 操作系统设备管理 Device Management
  5. 操作系统进程管理 Process Management
  6. 操作系统概览 Operating System Overview
  7. 优化程序性能 HPC Optimizing program's performance

SHARING​

  1. 我在Shopee的工作分享:AI Code Review; My work sharing in Shopee: AI Code Review
  2. 我在组内做了一次技术分享:分布式系统,I did a Distributed Systems Sharing in our Team
  3. 训练机器学习模型预测赢家,在 Kaggle 准确度最高 Game Winner Prediction, best 76.9% w EDA&Finetune
  4. 【视频】43秒带你速通分布式系统概念 [Video] A quick tour of Distributed System

SYSTEM DESIGN​

  1. Cloud Native
  2. System Performance Data
  3. System Design FAQ
  4. System Design Flow
  5. [System Design] AI Chatbot
  6. 一个合格的后端系统
  7. Overview
  8. 从零到一百万用户 Scale from zero to millions of user
  9. 秒杀系统 Flash Sale System
  10. 设计模式 Design Pattern
  11. Nginx高可用
  12. ID生成器
  13. 容灾与备份 Disaster Tolerance, Backup, Failover
  14. 敏捷开发、DDD与TDD
  15. 聊天系统 Chat System
  16. 网络架构的演变 The Evolution of Web Service Architecture

WEB FULL STACK​

  1. 指数退避重试 Exponential Backoff Retry
  2. Chrome api duplicate api request with a gear
  3. Git Command Cheatsheet
  4. The unlimited potential of automated scripts in Computer Science
  5. How to login to websites requiring OTP(text message), using python
  6. DeepLink
  7. 部署常见问题
  8. HTTPs Setup
  9. Http Redirect Status Code
  10. 插入内容的js脚本
  11. 效率工具汇总
  12. 项目管理工具 Project Management Tools
  13. Regular Expressions Cheatsheet 正则表达式小抄
  14. 绕过应用头像GIF上传限制 Bypass the GIF Upload Restriction
  15. 压力测试工具 Stress Testing Tools
  16. 性能测试检查清单 Performance Testing Checklist
  17. 常见CMD 命令
  18. Golang Type System
  19. Golang 反射系统
  20. Shell脚本概述 Shell Script
  21. HTTP Q&A
  22. WIFI Port Redirect public requests to my laptop
  23. pandas
  24. Grafana
  25. Encryption, Signature, and Hash
  26. Python GIL
  27. IoC (Inversion of Control) and AOP (Aspect Oriented Programming)
  28. 收录 Web 全栈的知识
  29. Crontab 使用指南
  30. Authentication, Authorization, Token and JWT
  31. Unix Log CLI
  32. Linux系统常见概念 Overview
  33. Frontend Funfact
  34. Nextjs Project Dashboard 01
  35. Nextjs Project Dashboard 02
  36. Nextjs Project Dashboard 03
  37. CSS笔记 Notes
  38. TypeScript
  39. UML 序列图要点 UML Sequence DiagramStress Testing Tool
  40. Frontend技术栈 Tech Stack
  41. React笔记 Notes
  42. React 五子棋入门项目 Tic-Tac-Toe
  43. React Nextjs Foundation 基础
  44. Docker Cheat Sheet

排版参考 为什么这么设计系列文章