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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.
TutorialsLearn how to create custom ComfyUI nodes with zero coding experience using AI tools like Claude and Gemini. Covers node structure, AI tool selection, and hands-on development.
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.
TutorialsComplete walkthrough of reverse engineering Taobao's sign signature MD5 encryption, covering packet capture, breakpoint debugging, algorithm verification, and Python code generation with AI assistance.
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.
TutorialsExplore 6 real cases of Claude Code + Remotion for AI video production, covering animation cloning, auto chapter bars, smart sound matching & reusable Skill templates.
TutorialsLearn to configure Hermes Agent in 6 steps: Graphify saves 71x tokens, Smart Model Router cuts 70% costs, crawler matrix for web perception, and browser automation.
ResearchICLR 2026 paper MemGAS proposes multi-granularity memory association with adaptive selection, using GMM, entropy routing, and Personalized PageRank to enable precise recall in conversational agents.
TutorialsDeep comparison of AI Agent interview focuses at ByteDance, Tencent, and Alibaba: ByteDance drills ReAct implementation & RLHF details, Tencent emphasizes MCP protocols & memory systems, Alibaba focuses on multi-Agent architecture & business deployment.
TutorialsA deep dive into the Harness Engineering four-step closed-loop principle (Goal, Action, Verification, Memory), clarifying its relationship with Prompt Engineering, Context Engineering, and MCP.
Expert OpinionsAnthropic's Founders Playbook warns that AI lowers dev costs but not demand validation costs. When execution is cheap, judgment becomes the scarcest startup skill.
Industry InsightsA deep-dive TCO comparison of Zapier, Make, and n8n across billing models, labor costs, technical debt, integrations, and compliance — with a decision matrix.
TutorialsEssential ROS2 beginner's guide covering core concepts, key differences from ROS1, DDS communication, version compatibility, and selection strategies.
TutorialsFull walkthrough of reverse engineering Tencent Slider CAPTCHA: CO value encryption tracing, tdcgs analysis, AI-assisted browser env simulation, gap detection, POW, and Python automation.
TutorialsStep-by-step Coze workflow tutorial using DeepSeek V3 + CapCut to automate historical short video production. Covers script generation, AI image creation, voice synthesis, and CapCut draft output in 6 modules.
Product ReviewsUse Claude Code to generate G-code directly, bypassing slicer limitations to achieve sine wave textures, scale vases, and creative 3D prints with Blender automation.
TutorialsA beginner-friendly Rust tutorial covering environment setup, Cargo, variables, ownership and borrowing, pattern matching, error handling, and collections.
TutorialsA teaching-proven 9-week Python learning path for absolute beginners, covering syntax, data types, control structures, functions, and file handling with 16 hands-on projects.
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.