#basic research
1364 related articles
Product Reviews·2 min
GPT-4 Thinking In-Depth Review: Real-World Testing of Coding, Agent, and Writing Capabilities
In-depth review of GPT-4 Thinking's real-world performance in coding bug fixes, AI Agent research, and academic writing, compared with Gemini and Claude.
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Tech Frontiers·1 min
Claude Opus 4.5 Crushes Humans in Engineering Test: AI Coding Ability Now Surpasses Top Engineers Across the Board
Anthropic's Claude Opus 4.5 beats all human candidates on internal engineering exam, sets SWE-Bench record at 80%. Deep dive into benchmarks, creative problem-solving, safety alignment, and enterprise applications.
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Tech Frontiers·2 min
Mercury 2 Hands-On Review: The Fastest Inference LLM Powered by Diffusion Models — A Complete Game Generated in 18 Seconds
Hands-on review of Inception Labs' Mercury 2 diffusion model, benchmarked against Claude Haiku, Gemini Flash and more across code generation, structured reasoning, and long-range planning at 1000+ tokens/sec.
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Tech Frontiers·2 min
Andrew Ng's New Course: Experience the Vibe Coding Paradigm with Replit
Andrew Ng partners with Replit on a Vibe Coding 101 course teaching how to build web apps with AI coding agents. Zero experience needed, hands-on in 3 minutes with SEO analyzer and voting app projects.
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Product Reviews·2 min
A Kid Built a Typing Game with DeepSeek: A Complete Record of AI-Assisted Programming from Scratch
A kid used DeepSeek AI to independently build a typing game in the terminal. From basic letter input to a full aerial combat game with power-ups across 5 versions, showcasing AI-assisted programming's educational value.
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Tutorials·2 min
AI Agent Auto-Generates Test Cases in Practice: A Hands-On Guide with MCP Server and Dify
Learn AI agent architecture (LLM + workflow + knowledge base), compare tools like Dify and LangChain, and use MCP Server to auto-generate test cases.
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Tutorials·2 min
Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
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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
Claude Skills Tutorial: Building an AI Agent Skill System from Scratch
Learn to build AI Agent Skills for Claude Code: skill.md writing, script integration, image generation workflows, and reusable skill architecture from scratch.
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Tutorials·2 min
Introduction to Prompt Engineering: The Real Reason AI Can't Understand You
Why does AI always give irrelevant answers? This article explains prompt engineering fundamentals from the probabilistic prediction principles of LLMs, teaching you how to communicate effectively with AI.
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Tutorials·2 min
Replicating Manus for $30: A Practical Breakdown of Building an AI Agent's Minimum Viable Loop
A detailed breakdown of replicating the Manus AI agent platform for $30, covering Docker container integration, task orchestration, UI design, and the course-based monetization strategy.
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Tutorials·1 min
Building a Space Shooter with Zero Coding Skills: 12 Iterations, 3,000 Lines of AI-Generated Code
Two non-programmers built a space shooter with Boss battles and weapon systems using only AI conversations — 12 iterations, 3,000 lines of code, fully documented.
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Product Reviews·2 min
Visual Programming to Control a Cat: Analyzing a Creative Coding Game from Bilibili's AI Game Track
Analysis of a creative coding game from Bilibili's AI game track: control a cat through levels by dragging visual modules. Covers loops, conditionals, sensors, tech trees, and resource management.
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Product Reviews·2 min
Baidu Moda Real-World Test: 89 RMB for 3 Systems, Replacing 30,000 RMB in Outsourced Development
Real-world test of Baidu Moda AI no-code platform: completed 3 systems in one week for 89 RMB, replacing 20-30K RMB in outsourced development costs.
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Tutorials·1 min
A Beginner's Guide to Vibe Coding: Practical Methods for AI Programming with Natural Language
A detailed guide to Vibe Coding: comparing Cursor, Trae, Bolt.new and other AI programming tools, with practical tips for using natural language to drive AI code generation from scratch.
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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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Deep Dives·2 min
AI Coding Tools Keep Failing: Three Core Advantages That Keep Human Programmers Irreplaceable
AI coding tools shine on structured tasks but fail in production. Explore the three irreplaceable advantages human programmers hold and the future of human-AI collaboration.
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Product Reviews·2 min
Complete 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.
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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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Tutorials·2 min
OpenAI Agents SDK Tracing Guide: Zero-Configuration Agent Observability
Learn how to use OpenAI Agents SDK's built-in tracing system for AI Agent observability, covering zero-config auto-tracing, custom trace contexts, and tool call monitoring.
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