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Product ReviewsDeep dive into Echo Agent, a self-hosted AI Agent OS featuring four-role collaboration, cognitive memory systems, LLM-driven security approval, and A2A/MCP protocol support.
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 5 fatal AI Agent failure modes: infinite loops, tool hallucination, context explosion, error cascades, and permission escalation — with practical safety architecture solutions.
TutorialsLearn how to build a three-layer memory system with Obsidian and Claude Code to solve AI cross-session amnesia. Runs locally with zero API costs, includes Memory.md template.
Tech FrontiersGPT-5.6 spotted in OpenAI's internal Codex logs as first checkpoints enter testing. Anthropic enterprise adoption hits 34.4%, surpassing OpenAI's 32.3%. Claude Code limits rise 50%.
TutorialsStep-by-step guide to creating an API key in Google AI Studio and configuring it in Gemini CLI to use Gemini 3 for free, including project setup, $300 free credits, and preview feature activation.
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.
TutorialsA 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.
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.
Product ReviewsDeep 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.
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 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.
TutorialsLearn how AI auto-recognizes Figma designs to generate full-stack WeChat Mini Program e-commerce code, covering SKU management, shopping cart, WeChat Pay, and admin systems.
TutorialsComplete tutorial on using Spark tool for Windsurf credit refills, covering multi-account switching, card binding Pro upgrade, prompt rules, plugin installation & activation with security tips.
Product ReviewsReal-world test of a Cursor + Windsurf two-in-one tool: one-click switching, free quota stacking, VPN-free access. Detailed analysis of benefits, suitable users, and security risks.
TutorialsComplete guide to OpenCode, the open-source AI coding CLI tool supporting Claude, Gemini, and OpenAI. Covers installation, Next.js project building, MCP server integration, and agents.md generation.
TutorialsWhat to do when Windsurf free credits run out? This article details a seamless account-switching plugin that auto-switches accounts with one click — no logout, passwords, or Token copying needed.
Product ReviewsReal-world testing shows OpenAI Codex free accounts get only ~20 calls per week. A text-to-video black screen bug fix case reveals Codex's superior capability vs other AI coding tools.
Tutorials2025 latest Windsurf editor download, installation & setup guide covering Windows installer download, VS Code settings import, GitHub login, theme configuration and more — get started in 5 minutes.