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TutorialsAn 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.
TutorialsBuild an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
TutorialsA deep dive into LangChain framework essentials, clarifying the key differences between LLMs and Agents, covering Agent development, DeepAgent advanced topics, and learning paths.
Product ReviewsHands-on review of HiSnap AI multi-agent development platform: building mini programs in minutes with zero coding, from runner games to professional questionnaires. Analyzing real capability boundaries.
Product ReviewsHands-on review of Miaoda AI website builder: generating a navigation site with 300+ tools in just 2.5 minutes using natural language. Covers workflow, visual editing, comparisons with other tools, and monetization possibilities.
TutorialsComplete guide to CC Switch: multi-API management, protocol conversion, and automatic failover for Claude Code, plus low-cost setup with OpenRouter free models.
Product ReviewsHands-on review of MiniMax Agent desktop's computer control capabilities, covering web data collection, file organization, and report generation scenarios.
Product ReviewsHands-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.
TutorialsHow to use AI Agent workflows to automate WeChat Mini Program development end-to-end in 3 hours with only 30 minutes of human involvement, featuring multi-version divergence and fusion strategies.
Tech FrontiersClaude Code Desktop gets a major update with built-in terminal, multi-panel collaboration, automated Routines, and Ultra Plan Mode, evolving from AI assistant to autonomous dev environment.
TutorialsComplete guide to building AI Agents in LangChain v0.3, covering @tool decorator, Agent Executor, parallel tool calls, Google Search integration, and ReAct framework with code examples.
TutorialsDeep dive into OpenAI Agents SDK's five message types, conversation history management, and common pitfalls including static/dynamic instructions and Function Call pairing.
Deep DivesTraditional user-assistant alternating chat history can't meet complex AI Agent needs. This article explores modeling Agent interactions as event sequences, revealing Agents as workflow engines.
TutorialsIn-depth analysis of 30 practical tips for Claude Code Agent Teams, covering team formation, task planning, cost control, and file conflict avoidance.
Product ReviewsHands-on review of Claude Code Agent Teams multi-agent collaboration: team architecture, real-world performance, token costs, key limitations, and pragmatic recommendations for when to use it.
TutorialsGuide to using Claude Code in China at low cost without an overseas credit card. Covers installation, API proxies, and budget alternatives starting from ¥7.9.
Product ReviewsIn-depth analysis of Google I/O 2026's AntiGravity 2.0 desktop app, Go-rewritten CLI, and Gemini 3.5 Flash model. Covers multi-agent workflow testing, benchmarks, and competition with Claude Code/Cursor.
TutorialsA solution for Skill system conflicts in Cursor and Claude Code dual-terminal development using a three-layer directory architecture for Opus and DeepSeek differentiated configuration.
Tech FrontiersDeep analysis of Google AgentGravity 2.0: dynamic sub-agent system, free SDK, project management upgrades, and the controversy over splitting into desktop app, code editor, and CLI tool.
Industry InsightsSurvey of 1,000+ enterprises and 3,500 AI use cases reveals: 44% see moderate ROI, 37% see high ROI. AI Agent adoption surged from 11% to 42%. Coding and risk use cases top the charts.