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Product ReviewsMCP Trends Hub: A Deep Dive into the MCP Protocol-Based Trending Topics Aggregation Tool
Deep 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.
TutorialsClaude Code + Remotion in Practice: 6 Real-World Cases of Making Videos with AI Code
Explore 6 real cases of Claude Code + Remotion for AI video production, covering animation cloning, auto chapter bars, smart sound matching & reusable Skill templates.
TutorialsAI Crop Pest & Disease Early Warning System: A Detailed RAG + Agent Implementation Guide for Graduation Projects
A detailed guide to building an AI crop pest early warning system for graduation projects, covering image recognition, RAG knowledge retrieval, Agent-based alerting, data visualization, and weather monitoring.
TutorialsHermes Agent Configuration Tutorial: Build an AI Automation Workflow in Six Steps
Learn 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.
ResearchMemGAS: Multi-Granularity Memory Association for Precise AI Agent Recall
ICLR 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.
TutorialsAI Agent Interview Focus Comparison: ByteDance vs. Tencent vs. Alibaba — Differences in Approach & Preparation Strategies
Deep 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.
TutorialsHarness Engineering Explained: A Guide to Building a Four-Step Closed-Loop AI Agent Work System
A 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 Warns: AI Makes Startup Failure Rates Higher, Not Lower
Anthropic'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 InsightsZapier vs Make vs n8n: A Deep Dive into Total Cost of Ownership (TCO) in 2025
A deep-dive TCO comparison of Zapier, Make, and n8n across billing models, labor costs, technical debt, integrations, and compliance — with a decision matrix.
TutorialsROS2 Beginner's Guide: Core Concepts, Differences from ROS1, and Version Selection
Essential ROS2 beginner's guide covering core concepts, key differences from ROS1, DDS communication, version compatibility, and selection strategies.
TutorialsReverse Engineering Tencent Slider CAPTCHA: Full Walkthrough of the CO Value Encryption Algorithm
Full walkthrough of reverse engineering Tencent Slider CAPTCHA: CO value encryption tracing, tdcgs analysis, AI-assisted browser env simulation, gap detection, POW, and Python automation.
TutorialsCoze Workflow Tutorial: One-Click Historical Short Video Generation – Complete Guide
Step-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 ReviewsClaude Code G-code Generation in Practice: 3 Projects That Break Through 3D Printing Slicer Limitations
Use Claude Code to generate G-code directly, bypassing slicer limitations to achieve sine wave textures, scale vases, and creative 3D prints with Blender automation.
TutorialsRust Beginner Tutorial: From Cargo to Ownership, Master the Core Concepts in One Article
A beginner-friendly Rust tutorial covering environment setup, Cargo, variables, ownership and borrowing, pattern matching, error handling, and collections.
Tutorials9-Week Python Beginner's Guide: A Complete Learning Path from Zero to Independent Programming
A 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.
TutorialsBeginner's Guide to Claude Code and Codex: Complete API Configuration with CC Switch
Detailed 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 OpinionsIn the Age of AI Coding, Is It Still Worth Learning to Program?
When 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.
Product ReviewsXiaozhi AI Voice Assistant Flutter Client: A Practical Guide to Cross-Platform Voice Conversation App Development
Deep dive into the Xiaozhi AI Voice Assistant Flutter client: architecture, real-time voice interaction, cross-platform development, and xiaozhi-server integration for building AI voice apps.
Tech FrontiersOpenAI Codex 2.0 Deep Dive: Five Core Upgrades for the AI Programming Agent
Deep 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 ReviewsGoogle Jules Hands-On Review: Testing the Real Capabilities and Limitations of This AI Coding Agent with a Java Project
In-depth testing of Google Jules AI coding agent with a real Java backend project, revealing code generation quality, hallucination issues, and capability boundaries.