#distributed AI system
1831 related articles
Industry Insights·1 min
Cursor Composer 2.5 Deep Dive: Matching Claude Opus 4.7's Coding Ability at 1/10 the Cost
Cursor's in-house Composer 2.5 model uses large-scale RL post-training to match Claude Opus 4.7 and GPT 5.5 coding at 1/10 the cost. Deep dive into its text-feedback RL and synthetic data innovations.
Read more →
Tutorials·2 min
Claude Code Full-Stack in Practice: A Complete Tutorial for Building a Project Management App from Scratch
Deep dive into building a Linear-like project management app from scratch with Claude Code and Next.js, covering UI design, data management, payments, AI features, and full deployment.
Read more →
Tutorials·2 min
4 Ways to Keep AI Coding Tools Running Continuously: Scripts, Hooks, Orchestration, and Go Commands
4 methods to keep AI coding tools like Claude Code running continuously: Batch script loops, Hooks, external orchestration tools, and Go commands — with prompt tips.
Read more →
Tutorials·1 min
Claude Code Multi-Agent Parallel Development in Practice: Post-Mortem and Engineering Pitfall Guide
Practical guide to Claude Code Agent Teams multi-agent parallel development, covering 7 common pitfalls like naming conflicts, AI-invented APIs, and token limits, with complete engineering solutions.
Read more →
Tutorials·2 min
LangChain Multi-Agent in Practice: End-to-End Automated Generation of API & UI Test Cases
Build a multi-agent testing system with LangChain and LangGraph for automated test case generation, intelligent review, and Playwright execution across 10 progressive projects.
Read more →
Industry Insights·2 min
Google vs Codex vs Claude Code: A Deep Comparison of Three AI Coding CLI Approaches
Deep comparison of Google Gemini CLI, OpenAI Codex, and Claude Code — three AI coding tools taking divergent paths: platform OS, task queue command center, and UNIX toolchain.
Read more →
Tutorials·2 min
Claude Code Desktop Tutorial: Build Apps with Zero Coding Experience
Claude Code Desktop is now live with GUI support and GitHub integration. Learn installation, local and cloud development workflows, and three network security modes for beginners.
Read more →
Tutorials·2 min
Building a Mac App from Scratch with Trae: Create a File Format Converter in 5 Minutes
Learn how to use Trae AI IDE to build a Mac desktop app in 5 minutes with zero coding experience. A complete Vibe Coding walkthrough for a txt-to-Markdown converter tool.
Read more →
Tutorials·2 min
Complete Guide for Beginners: Setting Up an AI Programming Environment from Scratch (2025 Latest)
Step-by-step guide for beginners to set up an AI programming environment with Claude Code, VS Code, and MiniMax API, plus an IBE encryption hands-on project.
Read more →
Expert Opinions·2 min
The Real Experience of AI Programming: A Developer's Firsthand Account of Capabilities, Limitations, and Proper Usage
Deep analysis of AI programming tools' real capabilities and limitations: CEO overhype, developer job market truth, vibe coding horror stories, and proven usage rules.
Read more →
Tutorials·2 min
Gemini 3.1 Hands-On: Deploy a Professional Website in 5 Minutes with Zero Code
Step-by-step guide using Google AI Studio with Gemini 3.1 Pro to generate a professional responsive landing page with SVG animations and deploy it live for free via GitHub + Vercel—zero code required.
Read more →
Tutorials·2 min
Postman API Testing Beginner's Tutorial: A Practical Guide to Sending Requests and Interpreting Responses
Postman API testing beginner's tutorial covering request methods, URLs, authentication, request bodies, status codes, and response interpretation with practical examples.
Read more →
Tutorials·2 min
Zero-Code Website Tutorial: Build a Personal Homepage with Trae + GitHub Pages
Learn how to build a free personal website using the AI tool Trae and GitHub Pages with zero coding. Generate and deploy your site through natural language conversation.
Read more →
Tutorials·2 min
Codex++: A Practical Guide to Unlocking Full Plugins Functionality with Chinese LLMs
Chinese LLMs lose Plugins in Codex? Codex++ uses CDP injection to unlock full Plugins without modifying files—combining low cost with complete functionality.
Read more →
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.
Read more →
Tutorials·2 min
Complete Guide: Offline Installation of Claude Code on Ubuntu with DeepSeek V4 Integration
Step-by-step guide to offline install Claude Code on Ubuntu and connect to free DeepSeek V4 via CC Switch and SiliconFlow API — no VPN required.
Read more →
Tutorials·2 min
CC Switch Practical Guide: Multi-API Auto-Switching to Keep Claude Code Running Non-Stop
Complete guide to CC Switch: multi-API management, protocol conversion, and automatic failover for Claude Code, plus low-cost setup with OpenRouter free models.
Read more →
Tech Frontiers·1 min
Unity's Built-in AI Agent: The Era of One-Person Game Development Has Truly Arrived
Unity officially launches its native AI Agent that can directly manipulate the editor, generate scenes, and plan development paths. Combined with MCP protocol access to Claude and Gemini, game development barriers are being fundamentally reshaped.
Read more →
Product Reviews·2 min
Lobster Agent Hands-On: Generating and Deploying Public Webpages via WeChat on Your Phone
Hands-on review of Lobster Agent (QCloud): generate and deploy public webpages via WeChat on your phone, covering lottery pages, auto weekly reports, and remote file transfer.
Read more →
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.
Read more →