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Industry InsightsIn-depth analysis of SMB AI adoption: automated workflows, vertical AI apps, internal tools, with practical tips and open-source recommendations for low-cost digital transformation.
Product ReviewsPocket Mini Apps is an online Claude Code platform with multi-project support, instant publishing, and full backend capabilities including WeChat integration and database support.
Product ReviewsIn-depth hands-on review of Manus AI across 4 real scenarios: competitor analysis, content planning, no-code website building, and automated PPT creation. See how this AI Agent evolves from assisting thinking to executing tasks.
Industry InsightsIn 2024, AI projects command day rates up to 4,000 RMB while traditional IT budgets shrink. A freelance developer's real experience reveals AI premiums, workflow orchestration differentiation, and B2B survival strategies.
Product ReviewsDeep analysis of open-source AI workflow platform Sim Studio with nearly 10K GitHub Stars. Apache 2.0 licensed, supports full local deployment and Ollama local LLM integration. Compared with Dify and n8n.
TutorialsComplete guide to Google AI Studio 2.0: free Gemini 3.1 Pro with 1M token context, VO3 video generation, Nano Banana image creation, Vibe Coding zero-code app building, plus monetization strategies.
TutorialsStep-by-step RAGFlow deployment guide: Docker setup, DeepSeek model integration, knowledge base creation, document parsing, chat assistants, and Agent workflow orchestration with website embedding and API usage.
TutorialsA detailed guide to ByteDance's Coze AI development platform, covering core advantages, domestic vs. international versions, agents vs. apps, and step-by-step instructions for building AI agents from scratch.
TutorialsA complete guide to Google AI Studio's free tier — covering interface layout, Temperature and Thinking Level parameters, no-code Build apps, and quota strategies for Gemini 2.5 Pro.
TutorialsA state-owned enterprise architect with zero programming skills used GPT Codex to develop Blender plugins and websites in 6 months. Covers tool selection, API cost-saving tips, and Vibe Coding workflow.
Product ReviewsAIFlowy is an open-source AI app development platform built on Java, rivaling Dify and Coze with visual workflow orchestration, multi-model support, and RAG capabilities for enterprise teams.
Product ReviewsDifyAIA is a popular open-source Dify workflow template project on GitHub with 2500+ Stars. It offers free DSL workflow files for one-click import into Dify. Learn its features, usage, and use cases.
TutorialsA complete guide to building commercial AI Agents in 7 steps: requirements analysis, model selection, prompt engineering, Dify/Coze platform comparison, data storage, testing, and deployment.
Expert OpinionsProgramming barriers once divided the world into those who build software and those who merely use it. AI coding tools and LLMs are breaking down that wall, enabling anyone to create apps through natural language.
TutorialsLearn how QA engineers can build 18 AI Agents using Coze, LangChain, Dify, Cursor, and Skills — covering requirements analysis, test case generation, script writing, and regression testing with up to 10x efficiency gains.
Product ReviewsCompare four leading AI Agent frameworks in 2026: Coze, AutoGen, CrewAI, LangChain, and AutoGen Studio — covering coding requirements, private deployment, and commercialization.
Product Reviews2025 comparison of four major AI Agent frameworks: Coze for beginners, AutoGPT/LangChain/MetaGPT for developers, Microsoft AutoGen for enterprise self-hosted deployment. A practical selection guide.
Industry InsightsAI-generated content is flooding social media. This article analyzes typical AI content characteristics, platform governance challenges, and how creators can build competitive advantages through authenticity.
Product ReviewsAn in-depth look at LangBot, an open-source production-grade AI bot platform supporting WeChat, DingTalk, Discord & more, with ChatGPT, DeepSeek, Agent, RAG & plugin capabilities.
Expert OpinionsAI programming makes building micro-apps as easy as blogging, but distribution is the new bottleneck. Matt Webb proposes RSS for sharing vibe-coded apps, and Simon Willison is already doing it.