#toolchain
1625 related articles
Industry Insights·2 min
Claude Opus 4.7 Released: 20% Coding Performance Boost, Same Price, Widening Gap with Chinese Models
Anthropic releases Claude Opus 4.7 with ~20% coding Agent improvement at unchanged pricing. Compared to GPT, Gemini, and Chinese models like GLM, Opus 4.7 leads decisively in coding.
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Tutorials·2 min
Guide to Building a DeepSeek V4 + Claude Code Hybrid Programming Workflow
Learn how to combine DeepSeek V4 with Claude Code to build a cost-effective AI programming workflow. Covers setup, task layering, and real demos—cutting AI coding costs by 76%+.
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Tech Frontiers·2 min
Claude Code vs Codex vs OpenCode: A Comprehensive Comparison of the Top 3 AI Coding Agents in 2025
In-depth comparison of Claude Code, OpenAI Codex, and OpenCode across usability, model support, tools, and coding quality to help you pick the best AI coding agent.
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Expert Opinions·1 min
Replit CEO Interview: AI Agent Capability Boundaries, Long-Horizon Reasoning Breakthroughs, and the AGI Dilemma
Replit CEO Amjad Masad on AI Agent long-horizon reasoning breakthroughs from 2 to 200 minutes, natural language programming, and why current AI utility may be AGI's biggest obstacle.
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Tutorials·2 min
ACPX in Practice: Scaling AI Agent Deployment on Kubernetes for Automated PR Processing
How to build an automated PR processing system using ACP protocol, ACPX workflow engine, and Kubernetes. From OpenCLO's 60K+ PR challenge to enterprise-grade multi-Agent orchestration.
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Product Reviews·2 min
Replit vs Cursor vs PageAgent: Which AI Agent Actually Gets Work Done?
In-depth comparison of Replit Agent 4, Cursor Automations, and PageAgent across positioning, capabilities, pricing, and use cases to find your ideal AI colleague.
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Tutorials·1 min
Codex + GPT in Practice: A Complete Breakdown of Building a Corporate Website from Scratch in One Hour
Step-by-step breakdown of building a corporate website from scratch in one hour using OpenAI Codex and GPT, covering Vue frontend, Node.js backend, and MySQL database with a reusable CMS architecture.
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Tutorials·2 min
NestJS + LangChain + Tauri 2: A Practical AI Full-Stack Development Solution
An enterprise AI full-stack solution using NestJS, LangChain, LangGraph, and Tauri 2, covering AI service platforms, multi-agent orchestration, RAG, and cross-platform delivery for frontend developers.
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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
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
Trae Local Windows Log Analysis in Practice + Fedora 44 Desktop Experience Review
Hands-on with ByteDance's Trae AI tool for local Windows BSOD log analysis, plus a deep-dive review of Fedora 44's desktop experience including RDP support.
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Tutorials·2 min
Trae AI Coding Tool: Download, Installation & Setup Guide (2025 Latest)
Complete guide to downloading, installing, and configuring ByteDance's Trae AI coding tool. Free built-in LLMs like DeepSeek for AI-assisted Python programming.
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Tutorials·2 min
Trae Download, Installation & Configuration Guide: Get Started with AI Programming from Scratch
Complete guide to downloading, installing, and configuring ByteDance's Trae AI editor. Free built-in LLMs, VS Code compatible, Chinese language support — ideal for developers and Python beginners.
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Tutorials·2 min
Claude Code Skill Creator in Practice: Build Automated Testing Skills in 4 Steps
A detailed guide to Claude Code Skill Creator's complete workflow: from writing requirements and generating skills to natural language iteration and old skill cleanup for test automation.
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Tutorials·2 min
Learning C in 2026: An Efficient Beginner's Guide Powered by AI Programming Tools
Learning C in 2026 is still essential. Learn how to efficiently study C with AI tools like GitHub Copilot and Cursor AI, covering C history, version selection (C99 recommended), and AI-assisted learning paths.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Product Reviews·2 min
Hands-On Test: Kimi Agent Building Websites — 3 Scenarios Reveal OK Computer's True Capabilities
Hands-on review of Kimi's OK Computer Agent across 3 scenarios: data reports, interactive pages, and AI-generated art sites. A realistic look at its strengths and limits.
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Tech Frontiers·2 min
AI Coding Price War Erupts: Claude Code Boosts Quota 50%, OpenAI Offers Two Months of Free Codex
Anthropic boosts Claude Code quota 50% through July 13; OpenAI offers enterprises two free months of Codex. A defensive vs. offensive AI coding price war unfolds.
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Tutorials·2 min
AI Content Mining Automation: Replacing Manual Labor with Systems for Scalable Conversions
A complete guide to AI-automated content mining: from data scraping and content generation to scheduled publishing, scaling CPA commission conversions on crypto platforms with AI tools.
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Tutorials·2 min
OpenClaw Deployment Tutorial: Setting Up an AI Agent + Telegram Bot on a VPS
Step-by-step tutorial on deploying the OpenClaw AI Agent on a VPS from scratch, configuring Node.js, connecting a Telegram Bot for remote interaction, with security tips and expansion ideas.
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