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全部文章 All Articles​

ARTIFICIAL INTELLIGENCE​

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

COMPUTER NETWORKS​

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

DATABASE​

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

DISTRIBUTED SYSTEMS​

  1. Lab 1: Exactly-Once
  2. 分布式系统概述 Distributed Systems Introduction
  3. Lab 2: Primary-Backup Service
  4. RPC 请求语义 RPC Semantics
  5. 物理时钟，Lamport 时钟与 Vector 时钟 Physical Clock, Lamport Logical Clock, and Vector Clock
  6. Lab3 Paxos Fault Tolerance
  7. Lab4 ShardStoreServer
  8. 分布式状态，如何定义一致性？ Distributed State and Consistency
  9. 共识协议 Distributed Consensus, State Machine Replication
  10. 拜占庭容错 Byzantine Fault Tolerance
  11. 分布式事务 Distributed Transaction
  12. 分布式文件系统 Distributed File System
  13. 分布式思考 Distributed Thinking
  14. Full Score in NUS CS5223

LEETCODE​

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

MLSYS​

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

OPERATING SYSTEMS​

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

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. 一致性哈希 Consistent Hashing
  2. System Performance Data
  3. [System Design] AI Chatbot
  4. System Design Flow
  5. The Challenges and Problems I Encountered
  6. System Design FAQ
  7. [TD] Settlement 订单结算系统（简化）
  8. 新加坡PR申请数据 sgpass.info
  9. 从零到一百万用户 Scale from zero to millions of user
  10. 网络架构的演变 The Evolution of Web Service Architecture
  11. 秒杀系统 Flash Sale System
  12. ID生成器
  13. 设计模式 Design Pattern
  14. 聊天系统 Chat System
  15. 短链生成系统 URL Shortener System
  16. 容灾与备份 Disaster Tolerance, Backup, Failover
  17. Nginx高可用
  18. 敏捷开发、DDD与TDD
  19. Overview
  20. 一个合格的后端系统
  21. Cloud Native
  22. 产品系统设计Todo Products Todolist

WEB FULL STACK​

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

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