#AI编程
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TutorialsTutorial: Building a Low-Cost AI Code Editor with DeepSeek-V3 + VSCode
Step-by-step tutorial: Build a low-cost AI programming assistant using DeepSeek-V3 API with VSCode's Continue plugin. Covers setup, API Key configuration, code completion demo, and Ollama local deployment.
TutorialsThe Fatal Flaws of Using Doubao/DeepSeek to Write Paper Drafts — And the Right Approach
Analysis of critical risks when using Doubao, DeepSeek, or other AI tools to generate paper drafts, including fabricated references and high AI detection rates, with an efficient CNKI + DeepSeek writing workflow.
TutorialsGenSpark's Six AI Agents in Action: A Complete Guide for Building a One-Person Company
A practical guide to GenSpark's six AI Agents: AI Developer for websites, AI Designer for visuals, AI Sheets for data, AI Slides for presentations, Workflow automation, and Claw mobile manager.
TutorialsAI Trading Bot Battle Royale: Natural Selection Among 15 Agents to Find the Most Profitable
15 AI trading Bots each holding $1,000 compete live on Hyperliquid, with natural selection eliminating losers. Reveals real win rates, optimal strategies, and key risks of AI autonomous trading.
Industry InsightsDeep Dive into Claude Code's Open-Source Architecture: Six Core Design Principles and Engineering Practices Revealed
Deep analysis of Claude Code's open-source architecture: six core design principles including dual-loop mechanism, seven-step tool pipeline, four-layer token compression, multi-agent collaboration, and memory systems.
TutorialsBuilding an Automated Workflow SaaS Platform from Scratch: A Complete Guide from Full-Stack Development to Commercialization
A detailed guide on building a commercializable automation workflow SaaS platform from scratch, covering React Flow canvas, Next.js full-stack architecture, Inngest task engine, payment subscriptions, and AI monitoring.
Product ReviewsMake AI Tools in 3 Minutes and Sell Them Online — Is This Side Hustle Model Actually Viable?
Deep analysis of using AI platforms like LinkCloud Crow to quickly generate and sell tools — from demand discovery and tool creation to revenue models and risk assessment.
TutorialsHermes Agent Deployment Tutorial: An AI Assistant That Uses Fewer Tokens Than CrawlAI
Complete Hermes Agent deployment tutorial for Windows: environment setup, model configuration, WeChat channel connection, and troubleshooting. Uses fewer tokens than CrawlAI with direct WeChat chat support.
Product ReviewsVoice-Controlled Claude Code: A New AI Programming Experience Without Typing
Cloud Code Launcher's voice input intelligently translates spoken language into precise programming instructions for Claude Code, with 5-min recording, auto filler-word filtering, and fuzzy-to-precise parameter conversion.
Product ReviewsOpenSwarm Hands-On: Open-Source Multi-Agent System Generates Complete Investment Package from a Single Prompt
Deep dive into OpenSwarm, an open-source multi-agent system where 8 specialized agents collaborate to generate complete deliverables—research, charts, slides—from a single prompt.
TutorialsHermes Orchestrating DeepSeek + MiniMax Dual-AI Collaborative Coding: A From-Scratch Project Test
Testing Hermes agent coordinating DeepSeek V4 and MiniMax 2.7 for collaborative coding: PDF export in 9 minutes, RSS service built from scratch in Nim language.
Tech FrontiersReplit Teams Up with Plaid: Build Personal Finance Tools with Zero Code
Replit partners with Plaid to let users connect bank accounts and build personal finance tools without coding. We analyze how this model changes financial software usage, data control, and the real barriers for non-technical users.
TutorialsAI Debugging in Practice: Solutions for 5 Common Mini Program Errors
Using the AI Debugging Trio methodology to solve 5 common WeChat Mini Program errors including cloud function deployment and database permissions, cutting debug time from 5 hours to 2 hours.
Product ReviewsGPT-5.1 Deep Dive: 10 Core Features That Transform AI from Chat Tool to Work Partner
Deep dive into GPT-5.1's 10 core feature upgrades including dual-mode switching, project agents, coding assistance, tool orchestration, and 24-hour prompt caching to boost your productivity.
TutorialsCursor 2.0 in Practice: Building a Complete App with Parallel Agent Development
Deep dive into Cursor 2.0's new features including Agent view, built-in browser debugging, parallel Agent development, and Composer 1 model through building a complete habit tracker app.
Product ReviewsInsForge: The Open-Source Tool That Gives AI Coding Assistants Backend Capabilities
InsForge is an open-source backend platform that lets AI coding assistants like Claude Code and Cursor directly invoke databases, auth, storage, Edge Functions, and deployment via MCP Server.
Product ReviewsCursor 2.0 Deep Dive: Hands-On Testing of Five Major Features Including Custom Models and Multi-Agent Parallel Development
Deep dive into Cursor 2.0's five major updates: custom Composer model, Git Worktrees multi-agent parallel development, Agent View mode, built-in browser, and more—with hands-on evaluation.
Product ReviewsCursor 2.0 Deep Dive: The In-House Composer Model and Five Major Feature Upgrades
Deep dive into Cursor 2.0's five new features: the in-house Composer model with major speed gains, Git Worktree multi-Agent parallel development, Agent View mode, built-in browser, and more.
TutorialsPassing Apple's Account Deletion Review in One Night with Cursor: A Complete Hands-On Walkthrough
Developer uses Cursor AI to implement iOS account deletion in one night, passing Apple's data compliance review. Covers prompt writing, soft delete design, Rules config, and MCP integration.
Deep DivesWhy Is Python the Top Choice for AI Development? Three Core Reasons Explained in Depth
In-depth analysis of three core reasons Python dominates AI development: simple syntax for quick onboarding, powerful ecosystem, and industry-wide network effects.