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Step-by-step tutorial on connecting DeepSeek V4 Pro's discounted API to Codex and Claude Code desktop clients, with real-world Token usage and cost comparisons for AI-assisted programming.
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A systematic guide to LangChain LLM application development, covering environment setup, core components (RAG, Chain, Memory), and Agent development to help developers master LLM app building.
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Deep analysis of Closco's research automation platform covering cloud sandbox architecture, self-healing execution, batch computing, and applications in computational materials science, drug design, and genomics.
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A detailed guide to the complete Vibe Coding workflow — from idea structuring and AI-driven UI design to automatic code generation — helping non-coders launch apps fast.

Deep dive into LlamaFactory, an open-source unified fine-tuning framework supporting 100+ LLMs and VLMs with LoRA, QLoRA, RLHF methods, Web UI, 71K+ GitHub Stars, accepted at ACL 2024.

Explore how AI visual programming transforms development from writing code line-by-line to click-and-drag operations, and its impact on developers and the future of software.

Windsurf integrates Automations into Agents Window, letting developers create and manage AI Agents and automation in one workspace. New automation runs are half-price for a limited time.

Deep dive into Andrew Ng's Agent Skills course with Anthropic, covering Skills architecture, progressive loading, MCP integration, and hands-on examples for building reusable AI agent skills.

Deep dive into Hermes Agent's 7 core features including Kanban multi-tasking, /goal deep execution, and multi-agent architecture, compared with OpenCore's stability and performance issues.
TutorialsA complete guide to building a financial analysis Agent system from scratch using Cursor AI and MCP protocol, covering three-layer architecture design, MCP Server development, and production deployment.
TutorialsDeep dive into Spring AI Alibaba Agent Framework's three-layer architecture: Spring AI foundation, Graph framework, and Agent Framework, with a recommended learning path for Java developers.
TutorialsDetailed guide to LangChain core modules including prompt templates, output parsers, Chain invocation, LCEL expression language, and LangSmith tracing tools for LLM application development.
TutorialsA hands-on guide to InsForge, the open-source backend platform. See how Claude Code builds a complete web app with zero backend knowledge, comparing advantages over Supabase.
TutorialsIn-depth comparison of MCP vs CLI architecture, Token costs (CLI ~1400 vs MCP ~54600), security mechanisms, and use cases with practical selection guidance for AI engineers.
TutorialsComplete guide to enterprise RAG projects covering principles, LangChain implementation, data processing, retrieval optimization, evaluation, and cloud deployment for AI knowledge base applications.
Product ReviewsZed editor officially arrives on Windows. Built with Rust, it features Cloud Code, Gemini CLI, and Codex AI Agents, offering a free intelligent coding environment with native debugging.