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TutorialsGuide to the Windsurf account switching plugin: bulk import, seamless one-click switching, real-time quota viewing & auto-rotation. Includes security risk analysis.
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.
Product ReviewsA deep-dive test of OpenAI Codex on Windows: GPT-5.4 capabilities, quota comparison with Claude Code, Work Tree parallel tasks, sandbox security, and two real-world projects.
TutorialsA hands-on guide to VibeCoding office automation: Markdown-to-Word online tool development, python-docx AI Skills, VBA macros, and Electron desktop packaging.
TutorialsHow can Java developers transition to AI/LLM? This guide covers 10 core skills including Spring AI, LangChain4j, RAG, and DeepSeek API integration with practical tips.
TutorialsDeep dive into Grammar-Constrained Decoding (GCD) technology: applying Bash syntax constraints during inference to dramatically improve small language models' code generation correctness and executability for AI Agent edge deployment.
Product ReviewsDeep analysis of the GitHub project awesome-LLM-resources covering multimodal generation, AI Agents, MCP protocol, model training/inference, o1 models, and SLMs—a community-verified 8200+ Star LLM learning resource hub.
Product ReviewsDeep dive into Chatbox, an open-source AI client with nearly 40K GitHub Stars. Supports GPT-4, Claude, Gemini multi-model switching, local data storage for privacy, and cross-platform desktop use.
Product Reviews2025 laptop buying guide covering ultrabooks, gaming laptops, and creator laptops. From MacBook Air to budget Windows options, find the best laptop for your needs and budget.
Deep DivesIn 2026, the AI industry shifts from generative to Agentic AI. Deep dive into GPT-5.5 agent capabilities, Claude's autonomous learning, Physical AI deployment, DeepSeek V4, inference optimization, and the global AI competition landscape.
TutorialsComplete guide to Open Agent Builder: an open-source visual AI agent builder with local deployment steps, stock analysis demo, and comparison with n8n and OpenAI Agent Builder.
ResearchPrinceton and Google DeepMind propose Continual Harness, enabling LLM agents to automatically build and optimize scaffolding to beat multiple Pokémon RPGs without human intervention, cutting costs by 40%.
Product ReviewsIn-depth review of MeMo, an open-source AI Agent platform. Covers long-term memory, MCP protocol, multi-Bot container isolation, omni-channel deployment, with setup tutorials and usage tips.
Tech FrontiersSimon Willison built a QR code generator with Claude AI, supporting URL text and WiFi QR code generation with style customization. A detailed look at this vibe-coding project's design and AI-assisted development insights.
TutorialsStep-by-step RAGFlow deployment guide: Docker setup, DeepSeek model integration, knowledge base creation, document parsing, chat assistants, and Agent workflow orchestration with website embedding and API usage.
TutorialsTutorial: Deploy Qwen3 Coder locally via Ollama with OpenCode for zero-cost AI coding. Covers setup, code generation, auto-debugging, and hardware recommendations.
Industry InsightsAI-generated academic papers have improved dramatically but are causing citation pollution, overwhelming peer review, and eroding knowledge credibility. This article analyzes the impact and explores solutions.
Deep DivesDeep dive into Decoupled DiLoCo distributed training: how decoupling training units enables fault tolerance, letting large-scale AI training continue through node failures and reducing downtime loss from 100% to 1%.
TutorialsComplete guide to deploying OpenAI's open-source GPT-OSS model locally with Ollama. Real-world testing of the 20B version on RTX 4090 covering Chinese comprehension, logical reasoning, and VRAM usage analysis under MoE architecture.