#AI编程
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Industry InsightsThe 2025 Programmer Layoff Wave: Entire Front-End Teams Replaced by AI — Real Cases Revealed
In 2025, entire front-end teams are being replaced by AI. Real cases from Shanghai to Shenzhen reveal how AI replacement is reshaping the programmer job market and what developers can do about it.
TutorialsComplete Guide to Claude Skills 2.0: Skill Creation, Evaluation, and Real-World Applications
Deep dive into Claude Skills 2.0: two skill types, the new skill creator, evaluation system, and a cold email marketing case study that boosts task pass rates from 40% to 100%.
Deep DivesClaude Code AutoDream Feature Explained: AI Memory Organization Mechanism and How to Enable It
Deep dive into Claude Code's AutoDream feature and its four-stage mechanism that simulates REM sleep to organize AI memory. Includes activation methods and practical tips.
TutorialsClaude Code Skills Tutorial: Create Reusable AI Skills with Zero Code
Learn the structure and creation methods of Claude Code Skills. Build reusable skills like translation with zero code using Skills Creator to boost AI productivity.
TutorialsKarpathy Skills: Four Principles to Stop AI Coding Assistants from Over-Engineering
Karpathy Skills is a lightweight behavioral guideline that uses four principles—think first, simplicity, surgical changes, goal-driven—to fix AI coding assistant over-engineering issues.
TutorialsClaude Code + Cline in Practice: Building a Meeting Summary Agent Skill from Scratch
Learn how to build a Meeting Summary Agent Skill with Claude Code and Cline, covering MCP protocol integration, sentiment analysis, and structured output design.
TutorialsObsidian + Claude Code: A Practical Guide to AI-Automated Personal Knowledge Base Management
Learn how to build an AI-driven personal knowledge base with Obsidian and Claude Code. Covers three-layer architecture, Ingest/Query/Maintain workflows, and human-AI collaboration principles.
Tech FrontiersMajor Claude Code Desktop Update: Built-in Terminal, Automated Routines, and Opus 4.7 Coming Soon
Claude Code Desktop gets a major update with built-in terminal, multi-panel collaboration, automated Routines, and Ultra Plan Mode, evolving from AI assistant to autonomous dev environment.
Product Reviews10 Recommended Open-Source Claude Code Tools for May 2025
10 curated open-source Claude Code tools for May covering Token optimization, knowledge graphs, frontend design extraction, browser automation, and more to boost AI coding efficiency.
TutorialsClaude Code Installation Guide: Configuration for China-Based Users & Superpowers Plugin in Practice
Complete guide to installing Claude Code in three commands, configuring models for China-based users via manual setup or CCSWITCH, and using the Superpowers plugin with TDD to boost AI code quality.
Product ReviewsMajor Codex Update: A Zero-Barrier AI Coding and Automation Agent Tool
Deep dive into OpenAI Codex's latest updates: Markdown rendering, inline comments, scheduled tasks, background Computer Use and more. A beginner-friendly AI coding and automation Agent tool.
Product ReviewsComplete Guide to the Claude Code Red Book: ByteDance's AI Programming Playbook
Deep dive into ByteDance's Claude Code Red Book covering environment setup, Prompt Engineering, multi-turn dialogue strategies, debugging, and refactoring techniques to maximize AI coding efficiency.
Product ReviewsKman Plugin Review: Cut Claude Code Output Tokens by 65% and Save Big
How the Kman plugin uses prompt injection to cut AI output tokens by 65% without losing code quality. Covers installation, benchmark data, three intensity modes, and Kman Review.
TutorialsJavaScript Beginner Tutorial: A Complete Guide from Variable Declarations to Object-Oriented Programming
A systematic guide to JavaScript core concepts covering let/var/const declarations, data types, operators, loops, arrow functions, arrays, Map, Set, and class-based OOP for developers with programming experience.
TutorialsClaude Code Installation Guide: Connecting DeepSeek Models + PPT Creation in Practice
Complete guide to installing Claude Code, connecting DeepSeek models via API, using CC Switch for model management, and auto-generating magazine-style PPTs with Skills.
TutorialsLangChain Conversational Memory in Practice: Principles and Latest Implementation of Four Memory Types
Deep dive into four conversational memory types in LangChain 0.3: Buffer, Window, Summary, and Summary Buffer. Covers RunnableWithMessageHistory implementation with selection guidelines.
TutorialsPixi Package Manager: The Ultimate Solution for Unified Management of Python, Rust, and System Dependencies
Pixi is a cross-platform package manager built on Conda-Forge, written in Rust, that unifies Python packages, Rust toolchains, and system-level dependencies like FFmpeg in one workflow.
TutorialsLangChain Prompt Templates Explained: A Practical Guide to Few-Shot and Chain-of-Thought
A deep dive into LangChain prompt templates covering ChatPromptTemplate basics, Few-Shot prompting, and Chain-of-Thought techniques with RAG examples to build high-quality prompt pipelines.
TutorialsLangChain v0.3 Agent Tutorial: Complete Guide to Tool Definition, Building, and Execution
Complete guide to building AI Agents in LangChain v0.3, covering @tool decorator, Agent Executor, parallel tool calls, Google Search integration, and ReAct framework with code examples.
TutorialsLangChain Agent Executor Architecture: Building a ReAct Agent from Scratch
Deep dive into LangChain Agent Executor internals, covering the ReAct reasoning-action-observation loop, tool choice strategies, and building a custom Agent Executor from scratch.