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Expert OpinionsThree costliest embedded development mistakes: choosing chips by price alone, lacking software architecture planning, and refusing timely refactoring. Avoid short-term traps that multiply long-term costs.
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.
TutorialsLearn AI agent architecture (LLM + workflow + knowledge base), compare tools like Dify and LangChain, and use MCP Server to auto-generate test cases.
Product ReviewsIn-depth comparison of ByteDance's Trae, Alibaba's Qoder, and Tencent's CodeBuddy—covering core capabilities, use cases, and target users with detailed analysis to help you pick the best AI coding assistant.
TutorialsLearned AI programming but unsure what to build? This guide covers three Mini Program directions—utility, content, and custom development—to help you monetize fast.
Deep DivesExplore how AITS uses AI Agents to auto-generate test cases, self-heal scripts, and run exploratory testing — helping engineers evolve from script writers to AI testing strategists.
Industry InsightsIn 2025, entire front-end teams are being replaced by AI. Real cases from Shanghai to Shenzhen reveal how AI replacement is reshaping the programmer job market and what developers can do about it.
TutorialsLearn how to build a Meeting Summary Agent Skill with Claude Code and Cline, covering MCP protocol integration, sentiment analysis, and structured output design.
Product ReviewsIn-depth review of a 648-episode Bilibili Python tutorial: analyzing course structure, learning path, and projects. Reveals the truth behind "7-day mastery" and offers effective self-study tips.
TutorialsComplete guide to installing Claude Code with system requirements and setup for users in China. Compare with Cursor and TRAE, learn IDE integration, and configure third-party models like DeepSeek.
Tech FrontiersThis week's AI roundup covers NVIDIA's 2.6B parameter world model, Xiaomi's open-source autonomous driving model, OpenAI Codex upgrades, and Anthropic's $900B valuation funding round.
TutorialsDeep dive into OpenClaw's Skill mechanism for AI Agent development, covering Function Calling, RAG, production deployment, and resume-worthy project design.
TutorialsDeep dive into the Oh My OpenCode (OMO) plugin's Sisyphus multi-agent system for intelligent AI model scheduling and collaborative development, with practical demos.
TutorialsComplete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
Deep DivesShould AI output Markdown or HTML? This article provides a clear format selection framework using two dimensions—content maintenance lifecycle and reading comprehension efficiency—with practical scenarios and a comparison table.
TutorialsAgency Agents provides 144 structured AI Agent role templates across 12 domains, with one-click installation for Claude Code, Cursor, Windsurf and more.
Deep DivesExplore the three key stages of LLM training: pre-training learns language, post-training learns tasks, alignment learns boundaries. Understand why AI hallucinates.
Product ReviewsIn-depth analysis of how open-source AionUI evolves from chatbox to AI Agent workbench, covering built-in Agents, CLI Agent integration, file deliverables, remote access, and multi-Agent collaboration.
Expert OpinionsWhen AI Agents work 24/7, humans aren't freed — they're on permanent standby. From Codex to mobile coding, work boundaries are vanishing. Is this digital servitude?
Tech FrontiersUK's GDS publicly opposes NHS's blanket shutdown of open source repositories over AI security concerns, advocating "open by default" in a rare public disagreement revealing deep governance tensions.