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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.
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.
TutorialsJianYing subtitle recognition now SVIP-only? Use OpenAI Codex with Whisper to build a free audio-to-subtitle tool in 5 minutes. Full walkthrough from planning to Web UI included.
Tech FrontiersDeepSeek V3.2 is officially released and open-sourced with reasoning on par with GPT-5, second only to Gemini 3.0 Pro. First to integrate deep thinking into tool use, with top-tier agent capabilities and an IMO 2025 gold medal.
Product ReviewsHands-on test of OpenAI Codex CLI with a visual novel game task, compared against Claude Code and Gemini CLI on planning, code quality, and completion.
Tech FrontiersGoogle's AI coding agent Jules exits Beta, now available to all developers. Features include Critical Agent for proactive code review, environment snapshots, web browsing, and seamless GitHub PR creation.
Product Reviews5 curated productivity tools: Ping Island integrates AI coding agents into Mac's notch, Petadex virtual pets accompany coding, GPS Logger for power-efficient tracking, DataVal for AI tutorials, and Direct Official Site for safe navigation.
TutorialsLearn how to connect OpenAI Codex to DeepSeek V4 Pro and other LLMs using CC Switch and a local API proxy script. Solve API format incompatibility in three easy steps.
TutorialsGoogle's AI coding agent Jules is now officially available, with a free tier offering 15 tasks/day. Covers Jules's 5 core features, GitHub integration, CLI support, use cases, and practical tips.
Product ReviewsDeep dive into Mistral Wire—a free open-source terminal AI coding assistant. Detailed comparison with Claude Code, covering sub-agents, parallel tasks, slash commands, installation guide & demos.
Tutorials2026 AI large model learning roadmap: from Python basics and prompt engineering to RAG knowledge base, Agent development, and fine-tuning deployment. A complete 42-episode full-stack tutorial with three proven paths for enterprise AI deployment.
TutorialsA detailed guide to Harness Engineering's three-layer architecture for controlling AI Agent code generation quality, covering the Information, Constraint, and Automation layers with practical setup and pitfall avoidance tips.
TutorialsWindsurf Pro offers a 14-day free trial with access to Claude Opus 4.7, GPT-5.4, Gemini 3.1 Pro and more top AI models. Activate with Alipay—no credit card needed.
Product ReviewsHands-on testing of Manus general AI Agent across history report generation, Tesla stock analysis, and GAIA benchmarks. Compares vertical vs general agents with scoring data and limitation analysis.
TutorialsDeep dive into Langmanus multi-agent framework architecture, explaining LangGraph orchestration with Coordinator, Planner, Supervisor and execution agents, plus a hands-on guide to adding custom agents.
Product ReviewsA deep review of Manus AI Agent across technology, product, and marketing dimensions, compared with MetaGPT. Core capabilities overlap by 90%+. Is it innovation or packaging?
Product ReviewsIn-depth review of Google's AI coding agent Jules, powered by Gemini 2.5 Pro. Demos show GitHub integration, C# code analysis across 10 dimensions, and auto Python GUI development.
Product ReviewsIn-depth hands-on review of Kimi's AI Agent 'OK Computer' across website building, data analysis, audio picture books, and PPT creation. Can an agent with 20+ built-in tools truly do your work?
TutorialsA deep dive into LangGraph multi-agent architecture for healthcare, covering LangChain, RAG, and MCP integration, from requirements analysis to Agent orchestration.
Tutorials2025 complete guide to AI LLMs: local deployment GPU/VRAM requirements (RTX 4090/24GB) and core tech stack including Prompt Engineering, Agents, MCP, LangGraph, and WorkFlow orchestration.