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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.
Tech FrontiersAnthropic launches Claude 4 Opus and Claude 4 Sonnet. Claude Code goes GA with IDE integration and SDK. MCP protocol connects directly to API. Full breakdown of coding and agent upgrades.
Tech FrontiersReplit launches free mobile app conversion for imported Web projects. Analysis of core value proposition, competitive strategy, and key considerations for users.
TutorialsOpen-source MSPM0 embedded AI development Skill for electronics design contests. Enables AI Agents to auto-configure peripherals, compile, flash, and tune PID parameters via SysConfig CLI.
Product ReviewsIn-depth review of OpenAI Codex App: 38 open-source Skills breakdown, Plan Mode, automation workflows, and hands-on demos including game dev and PDF generation.
Product ReviewsDeveloper uses Trae + Gemini 3 Pro to build a HarmonyOS incoming call simulator with 70% AI-generated code, compressing 10 days of work to 5. Covers four core modules, AI limitations, and practical tips.
Deep DivesDeep dive into MCP's Host-Client-Server three-layer architecture and its Resources, Tools, Prompts primitives. Learn how it transforms AI tool integration from M×N to M+N.
Deep DivesRalph Loop is a 2025 AI programming paradigm: a memoryless AI Agent repeatedly reads the same Prompt, accumulates experience via file systems, beating multi-agent architectures through iterative loops.
Product ReviewsDeep dive into the open-source MCP Trends Hub project: how it aggregates trending topics from Weibo, Zhihu, Douyin and more via MCP protocol, and the core value of MCP in AI real-time data access.
TutorialsDetailed guide to Claude Code, Codex, and Cursor AI programming tools with step-by-step CC Switch setup for unified third-party API management at lower cost.
Expert OpinionsWhen AI writes code faster than most engineers, should ordinary people still learn to program? A veteran developer analyzes how coding skills become the lever for harnessing AI productivity.
Tech FrontiersDeep analysis of OpenAI Codex 2.0: new computer use, image generation, long-term memory capabilities, evolving from code completion to a full-stack development agent. Covers pricing and developer impact.
Product ReviewsIn-depth testing of Google Jules AI coding agent with a real Java backend project, revealing code generation quality, hallucination issues, and capability boundaries.
Product ReviewsIn-depth review of Google Gemini 3 Flash's real-world performance in coding, multimodal understanding, and writing. Covers benchmark analysis, Cursor programming tests, and practical tips.
Product ReviewsIn-depth comparison of Claude Code, Cursor, and Windsurf — why the same model delivers different experiences. Includes hybrid workflow tips, project-building guide, and 2025 AI coding tool selection advice.
TutorialsGuide to the Windsurf account switching plugin: bulk import, seamless one-click switching, real-time quota viewing & auto-rotation. Includes security risk analysis.
TutorialsComplete guide to configuring Claude Code's settings.json for DeepSeek, Zhipu, and MiniMax integration. Covers file extensions, directory paths, JSON syntax errors, and a 3-step setup process.
Product ReviewsIn-depth coding tests of Gemini 2.5 Pro covering pixel games, Ultimate Tic-Tac-Toe, Rust refactoring, and landing pages. Crushes Claude at Rust but struggles with frontend development.
TutorialsHands-on review of Windsurf refill plugin: auto credit refresh, seamless account switching, and persistent conversations. Compares script injection vs MCP approaches with multi-window concurrency tips and risk warnings.