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TutorialsStep-by-step guide to connecting Claude Code Desktop with DeepSeek via CCSWitch middleware. No VPN or Claude account needed — set up your AI programming environment in 10 minutes.
TutorialsLearn how to overcome single-model AI limitations by designing a unified API gateway architecture for multi-model collaboration, covering task routing, failover, and cost optimization strategies.
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TutorialsDeep dive into MCP (Model Context Protocol): its core concepts, three communication mechanisms, and ecosystem. Learn how MCP replaces Function Calling with Streamable HTTP and SDK 2.0.
Industry InsightsDeep dive into MCP protocol architecture in Agent platforms, covering MCP Proxy design, tool invocation for human-in-the-loop collaboration, permission integration, and advantages over Skill approaches.
TutorialsStep-by-step tutorial on using a free local proxy tool to connect Cursor to third-party APIs in 5 steps, freely calling Claude Opus 4, GPT-4.5, and more.
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TutorialsStep-by-step guide to configuring Codex Desktop relay API: from Node.js installation and CCNIW setup to API key binding, run GPT-5.5 from scratch and generate a complete game with one sentence.
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Product ReviewsAI API proxy platforms let you call GPT, Claude, and other major LLMs with one key at 20% off official pricing. Covers setup, Cursor integration, cost tracking, and security.
Industry InsightsVibe Coding lets non-technical users generate code with natural language. Learn how AI coding tools boost productivity by 30-50% and reshape engineer roles.
Industry InsightsComparing VPS vs physical devices for self-hosting: how one mini PC can replace three VPS instances at one-third the cost, with hardware recommendations and trade-offs.
Product ReviewsIn-depth review of Claude Code Remote Control: setup guide, limitations, and comparison with OpenClaw. Learn to control your local terminal from your phone.
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.