# React

Claude Code with MiniMax M2: Testing a Low-Cost AI Coding Solution Across Three Real Projects

Real-world testing of MiniMax M2 as Claude Code's backend model across three projects: framework migration, iOS development, and full-stack MVP — at just 8% of Claude's price.

Multi-Model Hot-Swap Architecture: Swi…

Multi-Model Hot-Swap Architecture: Switch AI Models at Minimal Cost

A complete guide to building a multi-model hot-swap architecture for production AI projects, covering abstraction layers, adapter patterns, visual configuration, and error-fixing workflows.

Dify 1.8.0 Hands-On Tutorial: Complete…

Dify 1.8.0 Hands-On Tutorial: Complete Guide from Deployment to Building AI Applications

A detailed guide to Dify 1.8.0 Docker deployment, environment setup, and AI app building. Covers five app types, comparisons with Coze, workflow creation, and more for this open-source AI platform.

Web Studio: Open-Source Local AI Codin…

Web Studio: Open-Source Local AI Coding Workbench Integrating Three Major Agents

Web Studio is an open-source desktop AI coding workbench integrating Cloud Code, Gemini CLI, and Codex into a local-first app with multi-repo management, structured code review, and smart PR workflows.

AI Agent Practical Development: A Comp…

AI Agent Practical Development: A Complete Guide from Concept to Building Production-Grade Intelligent Agents

A deep dive into AI Agent core principles and practical development paths, covering perception-decision-execution capabilities, MCP protocol tool integration, and analysis of Manus and AutoGLM.

Gemini 2.5 Pro 0605 Hands-On Compariso…

Gemini 2.5 Pro 0605 Hands-On Comparison with o3 and Claude Opus 4: Full Evaluation Across Coding, Reasoning, and Writing

Hands-on testing of Gemini 2.5 Pro 0605 across coding, reasoning, creative writing, and app development, compared head-to-head with OpenAI o3 and Claude Opus 4.

Bolt.DIY + Claude 3.7 Sonnet: Building…

Bolt.DIY + Claude 3.7 Sonnet: Building Full-Stack Apps with Zero Code

Learn how to use open-source Bolt.DIY with Claude 3.7 Sonnet to build full-stack web apps with zero code. Includes local deployment tutorial, hands-on demo, and cost analysis—an AI course platform built in 13 minutes for $3.

Bolt.New Integrates Supabase: A Practi…

Bolt.New Integrates Supabase: A Practical Guide to Building Full-Stack Apps with Zero Code

Learn how Bolt.New's deep Supabase integration enables zero-code full-stack app development with authentication, database, and file storage using natural language prompts.

Tech Frontiers

Bolt Now Supports Expo: The Era of Zer…

Bolt Now Supports Expo: The Era of Zero-Code Native App Development Has Arrived

Bolt officially integrates Expo framework, enabling zero-code iOS and Android native app development. Learn about the Bolt+Expo technical approach and future EAS automated deployment plans.

Building an On-Chain Trading Bot Manag…

Building an On-Chain Trading Bot Management Dashboard with AI — Zero Coding Required

Learn how to use the open-source AI framework Bolt with DeepSeek LLM API to build a visual on-chain trading bot management dashboard through natural language — zero coding required.

DeepSeek V3 + bolt.html: A Practical G…

DeepSeek V3 + bolt.html: A Practical Guide to Generating Beautiful Web Pages with Zero Code

Learn how DeepSeek V3-0324 and open-source tool bolt.html combine to generate beautiful HTML pages with zero code using prompt engineering techniques.

Dyad: A Free, Open-Source AI Full-Stac…

Dyad: A Free, Open-Source AI Full-Stack Builder — An In-Depth Look at This Lovable Alternative

In-depth review of Dyad, an open-source AI full-stack builder. Supports local execution, multiple AI models, and component-level editing. A free, privacy-first alternative to Lovable and Bolt.new.

Building an Agent Framework from Scrat…

Building an Agent Framework from Scratch: Breaking Down the Four Core Modules with Code Implementation

Learn how to split AI Agent capabilities into four modules—Tool Registry, Message Store, Agent Runtime, and Built-in Tools—and build a reusable, extensible Agent framework using Python decorators.

The Complete Guide to Spring AI: A Ful…

The Complete Guide to Spring AI: A Full Learning Path for Java Engineers Building AI Applications

A comprehensive guide to Spring AI covering LLM integration, prompt engineering, RAG knowledge bases, and five AI Agent patterns, with three enterprise projects for Java engineers.

Getting Started with LangChain: Core C…

Getting Started with LangChain: Core Concepts and Hands-On Guide for LLM and Agent Development

A systematic guide to LangChain's core features, covering LLM vs. Agent concepts, unified interface design, multi-provider support, environment setup, and hands-on code examples for AI app development.

Deep Dives

Hermes Self-Evolution Framework: An Op…

Hermes Self-Evolution Framework: An Open-Source Solution for Automated AI Agent Prompt Optimization

Deep dive into NousResearch's open-source Hermes Agent self-evolution framework, using DSPy and GEPA for automated prompt optimization with five-layer safety mechanisms.

Endava Builds an Agentic Organization with Codex: Requirements Analysis Compressed from Weeks to Hours

Industry Insights

Endava Builds an Agentic Organization with Codex: Requirements Analysis Compressed from Weeks to Hours

Global IT services firm Endava uses OpenAI Codex to build an Agentic Organization, compressing requirements analysis from weeks to hours. A deep dive into AI-driven software delivery transformation.

Cursor: Build a Professional UI Design…

2026年5月28日·3 min

Cursor: Build a Professional UI Design System in Three Steps — Complete Tutorial

Senior designer shares a proven 3-step prompt workflow: extract design language from Dribbble screenshots, generate structured Design.json specs in Cursor, and let AI coding tools precisely replicate professional UI design systems.

Cursor Major Update: A Complete Breakd…

2026年5月28日·2 min

Cursor Major Update: A Complete Breakdown of Background Agent, Cross-File Editing, and Other New AI Coding Features

Deep dive into Cursor's latest update: new cross-file Tab model, Background Agent for autonomous coding, Max Mode for all models, inline editing upgrades, and more AI programming features.