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TutorialsA complete guide to AI Skill development: from requirement description, model selection to test-driven iteration. Includes model pairing strategies for CodeX, Claude Code, DeepSeek and more.
TutorialsStep-by-step tutorial for installing Claude Code Desktop with Chinese localization, login-free setup, DeepSeek model integration, and custom Skill loading.
TutorialsComplete guide to using Claude Desktop in China without login by connecting to DeepSeek and other domestic LLMs via a third-party API gateway tool.
TutorialsComplete guide to installing Claude Code on Windows in CLI, VS Code, and desktop modes, plus connecting to DeepSeek API via CC Switch for affordable AI coding.
TutorialsA beginner's guide to AI coding for non-programmers: how to choose between GPT and DeepSeek, get started with Cursor/Codex/Claude Code, and build real-world applications.
TutorialsStep-by-step guide to install Claude Code in China via CC Switch with DeepSeek V4 Pro—no overseas account or credit card needed. Covers Node.js setup, API keys, and cost control.
TutorialsA detailed guide to LangChain's unified interface, comparing model invocation methods, explaining LLM vs Agent differences, with complete Python walkthrough from setup to agent development.
TutorialsStep-by-step guide to connecting Claude Code with DeepSeek V4 via CC Switch for 99% cost savings. Includes setup, multi-model workflow demo, and free OpenRouter option.
TutorialsStep-by-step guide to installing Claude Code locally and configuring Zhipu GLM as a domestic model alternative. No VPN needed, setup in minutes—the most affordable AI coding assistant for Chinese developers.
Industry InsightsDeep analysis of Claude Code's open-source architecture: dual-loop execution engine, seven-step tool security pipeline, token compression, multi-agent collaboration, and memory system for AI Agent development.
TutorialsTutorial: Use CC Switch to replace Claude Code's backend model with DeepSeek V4 Pro in VS Code—1M token context at 1/50th the cost. Setup in 3 minutes.
Product Reviewspi-plugin-cc is an open-source Claude Code plugin that enables free model switching via the Pi coding Agent, supporting DeepSeek, OpenAI, Ollama, and any LLM.
TutorialsA UE5 developer shares hands-on AI programming with 500M tokens/day: DeepSeek V4 Pro multi-agent architecture, 95%+ cache hit rate cost control, and documentation-first workflow at just $3-8/day.
TutorialsPractical guide to building apps with AI from scratch: milestone reviews, DeepSeek API integration, MVP iteration strategy, and tips for effective AI collaboration.
Expert OpinionsDeep analysis of AI programming tools' real capabilities and limitations: CEO overhype, developer job market truth, vibe coding horror stories, and proven usage rules.
Product ReviewsDeep dive into DeepSeek V4's three core innovations: Hybrid Attention for million-token context, Manifold-Constrained Hyperconnections, and MOM Optimizer. Pro model rivals Claude Opus 4.6 at 1/7 the cost.
TutorialsLearn how to combine DeepSeek V4 with Claude Code to build a cost-effective AI programming workflow. Covers setup, task layering, and real demos—cutting AI coding costs by 76%+.
Tech FrontiersComplete guide to setting up VolcEngine Ark Coding Plan with Claude Code, OpenCode, Trae, and Cursor, including model selection tips and API Key configuration.
Tech FrontiersIn-depth comparison of Claude Code, OpenAI Codex, and OpenCode across usability, model support, tools, and coding quality to help you pick the best AI coding agent.
TutorialsGuide to LangChain's init_chat_model unified interface vs model classes, with DeepSeek V4 Pro thinking mode fix, multi-provider switching tips, and AI Agent integration practices.