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Dify is a Chinese open-source AI app platform supporting chatbots, Agents, and workflows. This guide covers Dify 1.8.0 Docker deployment, enterprise use cases, and how to build your first AI app.
OpenAI Research: How AI Agents Are Res…
OpenAI research reveals AI agents are evolving from chat assistants into autonomous "digital workers," driving productivity gains across technical and non-technical roles alike.

A complete guide to self-hosting Dify, the open-source AI platform: environment setup, Docker Compose deployment, LLM integration, and app building. Runs on just 2 cores and 4GB RAM.

Hands-on review of MiniMax Hub desktop app — testing a full creative workflow from PDF brief to finished video, covering canvas editing, image tools, video generation, and the skills system.
Industry InsightsOpenAI reveals internal Codex usage data: Research up 56x, Customer Support 32x, Engineering 27x, Legal 13x since Nov 2025. AI coding tools are penetrating every department faster than expected.
Expert OpinionsExplore the engineering philosophy behind 'lazy people are most productive': how constructive laziness drives automation, AI tools amplify efficiency, and systems thinking eliminates wasted effort.

Deep dive into Dify, the open-source LLM app development platform featuring visual workflow engine, RAG knowledge base, Agent capabilities, hundreds of model integrations, Docker deployment, and comparisons with LangChain, Coze, and FastGPT.

A practical LangGraph.js guide for frontend engineers covering LangGraph vs LangChain comparison, workflow vs general-purpose agent types, and layered Agent architecture design.

Deep dive into OpenAI Codex's evolution from coding agent to all-in-one AI workstation, covering computer use, visual annotations, memory, CodexSites deployment, and more.

Compare OpenAI Codex vs ChatGPT: ChatGPT handles Q&A while Codex acts as an AI coding agent that autonomously writes code, fixes bugs, and runs tests.

A detailed 7-step guide to building commercial AI Agents, covering requirements, platform selection (Coze/Dify/FastGPT), prompt engineering, databases, UI, testing, and deployment.

Deep dive into n8n's core capabilities including 500+ nodes, AI Agent building, and RAG integration, with an objective analysis of its limitations and suitability for use in China.

How much math do AI/ML practitioners really need? This article breaks down three roles — Users, Developers, and Researchers — and analyzes the math requirements for each to help you plan your learning path.

Deep dive into OpenAI Codex vs ChatGPT: ChatGPT explains, Codex executes. Learn how AI programming agents autonomously generate code, fix bugs, and run tests.

Deep dive into OpenAI Codex vs ChatGPT: how AI coding agents autonomously write code, fix bugs, and run tests, and why developers must master this new tool.

A detailed walkthrough of using ByteDance's Trae IDE to build a student management system from scratch through hand-drawn prototypes and AI conversation, covering page generation and code analysis.

A solo developer used Vibe Coding to build an AI app earning $1,400/month in 23 days. Learn how to find validated ideas, choose tools, build MVPs fast, and generate recurring income.

Build a fully installable mobile app in 30 minutes with zero code using AI tool Tusi. A complete walkthrough from requirements to finished product, showing how AI shifts app development from coding skills to clear communication.

June 2026 GitHub AI trends: Agent ecosystem middleware tools surge — PM Skills, Agent Reach, Graphify, and Skill Spectre signal the Agent middleware era.

Hands-on review of AI coding tools: generate a complete mini-game in one minute with a single sentence. Supports iterative refinement via natural language. Exploring zero-code development trends.