#Matter protocol
656 related articles
Expert Opinions·2 min
Karpathy on the Future of Programmers in the AI Era: Outsource Thinking, But Not Understanding
OpenAI co-founder Karpathy explains why taste, judgment, and deep understanding remain irreplaceable for programmers in the AI era, plus startup opportunities in agent-native infrastructure.
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Tutorials·2 min
Build AI Automation Workflows with n8n (No Code): A Complete Guide from Getting Started to Monetization
Complete guide to n8n workflow automation: setup, core features, and real-world use cases. Compare n8n vs Zapier/Make and learn to build AI workflows with zero code.
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Product Reviews·2 min
GPT 5.4 vs Opus 4.7 vs Kimi K2.6 Code: Real-World Programming Comparison
Real-world comparison of GPT 5.4, Claude Opus 4.7, and Kimi K2.6 Code across backend, frontend, cost-effectiveness, and tooling to help developers choose the best AI coding assistant.
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Tutorials·2 min
NVIDIA Open-Sources AI-Q: A Skill Pack That Gives Coding Agents Deep Research Capabilities
NVIDIA open-sources AI-Q skill pack, giving coding Agents like Claude Code and Codex a four-stage deep research pipeline with MCP protocol, local deployment support, and 94% benchmark accuracy.
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Industry Insights·2 min
Anthropic Acquires Stainless API: A Strategic Play for SDK and MCP Ecosystem Dominance
Anthropic acquires SDK platform Stainless API, internalizing core developer tools. Analysis of the strategic logic: controlling developer experience, strengthening MCP ecosystem, and the AI vertical integration trend.
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Product Reviews·2 min
Chinese AI Coding Plans Compared: How to Choose the Best Value Among 7 Models
2025 comparison of 7 Chinese AI coding subscription plans—Zhipu AI, MiniMax, Kimi, ByteDance Ark & more. Find the best value from ¥29 to ¥200/month.
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Product Reviews·2 min
OpenAI Open-Sources Codex Plugin: Call Codex for Code Review Inside Claude Code
OpenAI open-sources codex-plugin-cc, enabling Codex code review and task management directly in Claude Code. Full guide on setup, core commands, and real-world usage—5K GitHub Stars in 12 hours.
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Tutorials·2 min
Complete Codex Workflow Configuration Guide: Plugins, Skills, MCP & CLI in Practice
Complete guide to building Codex workflows covering plugins, Skills configuration, MCP services, CLI tool selection, and sub-agent parallel tasks for efficient AI programming.
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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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Product Reviews·2 min
Glutra: A Multi-Agent Collaborative Desktop App for Building Your AI One-Person Company
Glutra is an open-source multi-agent desktop app for batch creating AI employees, visual workflow orchestration, and real-time monitoring. Cross-platform support for building your AI one-person company.
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Tutorials·1 min
Software Testing Job Search Guide: Resume Strategies, Interview Tips & AI-Powered Testing in Practice
A complete guide to software testing job searches, covering resume strategies, interview tips, salary-based skill requirements, and AI-powered testing trends.
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Tutorials·2 min
Google Antigravity in Practice: 6 Hidden Tips for Efficient Development
Master Google Antigravity IDE with 6 practical tips: Plan/Fast mode switching, mixed model strategies, quota monitoring, user rules, workflow reuse, and Manager mode for Agent First development.
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Tutorials·1 min
Archon Deep Dive: A Practical Guide to the Open-Source AI Coding Harness Builder
Deep dive into Archon, the open-source AI coding Harness builder. Learn how orchestrating multiple AI coding Agents can boost PR acceptance rates from 6.7% to 70% through systematic AI programming engineering.
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Tutorials·2 min
Claude Code Enterprise Deployment Guide: Ecosystem Framework and Hands-On Configuration
Deep dive into Claude Code's enterprise deployment architecture for large codebases, covering CLAUDE.md, Hooks, Skills, MCP servers, and organizational governance strategies.
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Tutorials·2 min
Claude Code Beginner's Guide: Complete Tutorial from Installation to Cost-Saving Strategies
A comprehensive Claude Code beginner tutorial covering terminal installation, API configuration, cost-saving strategies with compatible models, and 8 architectural patterns revealed by the 510K-line source code leak.
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Deep Dives·1 min
Gemini 3.5 Flash Deep Dive: Google's AI Agent Execution Engine
Google I/O 2025 unveils Gemini 3.5 Flash—4x faster than frontier models, outperforming its own flagship on coding and Agent benchmarks. Deep dive into its core capabilities and industry impact.
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Tutorials·2 min
Complete Self-Study Roadmap for Cybersecurity: Four Stages from Zero to Hands-On Practice
How to self-study cybersecurity from zero? This guide provides a systematic four-stage roadmap covering fundamentals, penetration testing, range training, and real projects with recommended tools.
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Product Reviews·2 min
MCP Trends Hub: A Deep Dive into the MCP Protocol-Based Trending Topics Aggregation Tool
Deep dive into the open-source MCP Trends Hub project: how it aggregates trending topics from Weibo, Zhihu, Douyin and more via MCP protocol, and the core value of MCP in AI real-time data access.
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Product Reviews·4 min
Claude Code vs Cursor vs Windsurf: In-Depth 2025 AI Coding Tool Comparison & Selection Guide
In-depth comparison of Claude Code, Cursor, and Windsurf — why the same model delivers different experiences. Includes hybrid workflow tips, project-building guide, and 2025 AI coding tool selection advice.
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Product Reviews·3 min
Frontend UI Generation Showdown: GLM 4.7 vs Claude Opus vs Gemini vs Minimax — Who Wins?
Head-to-head test of Claude Opus 4.5, Gemini 3 Pro, GLM 4.7, and Minimax M2.1 on frontend UI generation across 5 tasks, comparing quality, speed, and cost.
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