#Matter
2612 related articles
Tutorials·2 min
Zero Coding Experience: Built a Website from Scratch with AI in 5 Evenings
A non-coder built an AI tool directory website in 5 evenings using Claude. Full Vibe Coding walkthrough: product planning, CLAUDE.md setup, code generation, Vercel deployment, plus 5 practical tips.
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Tutorials·1 min
Building a Website for $30: Using AI Multi-Round Generation to Create 28 Consistent Design Mockups
Learn how to use ChatGPT to batch-generate prompts and AI design tools to create 28 consistent website mockups. Covers multi-round prompt strategies, style anchoring, and low-cost delivery methods.
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Deep Dives·2 min
AI Agent Architecture Explained: Core Components, Four Major Frameworks, and Chain-of-Thought Techniques
Deep dive into AI Agent architecture covering core components, AutoGPT, BabyAGI, HuggingGPT, LlamaIndex frameworks, and Chain-of-Thought techniques like CoT, CoT-SC, and ToT.
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Tutorials·2 min
LLM Agent Development Learning Path: A Three-Step Practical Guide from Zero to Freelancing
A systematic three-step learning path for LLM Agent development: from Prompt Engineering and API calls, to RAG and vector databases, to ReAct and multi-agent systems.
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Tutorials·2 min
EasyClick Multi-IDE Collaborative Programming in Practice: Three Approaches to Double Your Development Efficiency
Three multi-IDE collaboration strategies for EasyClick development: UI/script separation, plugin modules, and modular splitting. Combine Trae, Lingma, Cursor to break single-IDE limitations.
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Tutorials·2 min
LangChain Beginner's Guide: A Complete Guide to LLM and Agent Development
A deep dive into LangChain framework essentials, clarifying the key differences between LLMs and Agents, covering Agent development, DeepAgent advanced topics, and learning paths.
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Product Reviews·2 min
Alibaba Cloud Wanxiaozhi Hands-On Review: Full Workflow from AI Generation to Website Launch
Hands-on review of Alibaba Cloud's AI website builder Wanxiaozhi — from requirements gathering and page generation to visual editing and domain binding for launch, all done zero-code.
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Product Reviews·2 min
GPT-4.5 for Website Building: Lu Songsong's 14-Day AI Web Development Journey
Blogger Lu Songsong tests GPT-4.5, Claude, and Gemini in a 14-day AI web building experiment, sharing multi-model strategies and practical results.
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Product Reviews·2 min
AI Novel Writing Tool Tested: Three Modes for Generating Long-Form Web Fiction from Scratch
Hands-on test of an AI novel-writing agent with three creation modes: template fill-in, detailed outline, and fully automatic. Supports strong context memory, word expansion, and reduced AI feel.
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Product Reviews·2 min
I Built a Diablo-like Game with Codex, Then I Buried It
An indie dev's full postmortem on building a Diablo-like with Codex: the speed illusion of AI coding, runaway system bloat, and why validating core gameplay matters more than stacking features.
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Tutorials·2 min
AgentSpan in Practice: Building Persistent AI Agents in Python with Crash Recovery and Human Approval
Learn how AgentSpan enables AI Agent state persistence with crash recovery, human approval workflows, and seamless LangGraph integration. Full Python examples included.
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Tutorials·3 min
Spring AI Getting Started Tutorial: Environment Setup, Version Requirements & Core Concepts Explained
Spring AI getting started guide covering JDK 17 setup, Spring Boot 3.4 requirements, core concepts like Chat Completion and Tokens, helping Java developers quickly build AI applications.
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Expert Opinions·1 min
Programming for Fun: The Growth Secret Top Programmers Won't Tell You
Why do the best programmers treat coding as fun? This article analyzes how fun-driven programming creates compound growth in technical depth and builds irreplaceable competitive advantages in the AI era.
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Tutorials·2 min
3 Methods to Efficiently Track AI Frontier Developments in Just 15 Minutes a Day
Overwhelmed by AI news? Learn 3 practical methods to track AI developments in just 15 minutes daily: Hacker News, curated YouTube channels, and tech communities.
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Tutorials·2 min
ONNX Model Deployment in Practice: A Complete Guide from PyTorch Export to Cross-Framework Inference
Complete guide to ONNX neural network exchange format: PyTorch and TensorFlow model export, ONNX Runtime inference, MNIST classifier deployment, and HuggingFace model downloads with runnable code examples.
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Tutorials·2 min
Senior Developers Transitioning to AI: A 2025 Pitfall-Avoidance Guide & Practical Roadmap
How can 30+ programmers efficiently transition to AI? Practical advice on learning strategy, project experience, and interview techniques to break into AI.
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Expert Opinions·2 min
AI Godfather Hinton's Latest Warning: AI Has Learned to Deceive, Programmers Will Be Replaced
Nobel laureate Hinton warns in CNN interview that AI has learned deception and self-preservation, predicts programmers will be replaced at scale, and criticizes OpenAI and Meta for neglecting safety.
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Industry Insights·3 min
The 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.
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Tutorials·2 min
LangChain 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.
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Tutorials·2 min
LangChain 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.
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