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Industry InsightsDeep analysis of 5 AI monetization paths for ordinary people: AI apps, account reselling, matrix accounts, lightweight paid services, and local model deployment.
TutorialsA detailed guide on Claude Code for DevOps: Linux VPS secure deployment, permission isolation, Shell automation workflows, and full-stack production deployment from DNS to NGINX and HTTPS.
TutorialsHands-on comparison of Claude Code, Codex, and DeepSeek TUI for AI-assisted penetration testing with DeepSeek V4 Pro, covering vulnerability discovery, WebShell upload, and intranet penetration.
TutorialsStep-by-step guide to building a local RAG knowledge base using RAGFlow, Ollama, and LM Studio with Docker, covering Embedding model deployment and network troubleshooting for private AI Q&A.
TutorialsComplete guide to connecting Codex with DeepSeek V4 via CC Switch relay, including API Key setup, channel configuration, and plugin unlock steps for cost-effective AI programming.
Product ReviewsHands-on comparison of 9 AI search tools including Tavily, Exa, XCrawl, and Firecrawl across search accuracy, web crawling, SERP aggregation, and special features to help developers choose the right search solution for AI Agents.
TutorialsA deep dive into Spring AI Alibaba's core positioning and advantages, helping Java developers quickly understand how to integrate LLMs through this framework.
TutorialsComplete tutorial on building an AI API relay station using the New API open-source project, covering Docker deployment, server configuration, channel management, token distribution, and client verification.
TutorialsLearn how to configure a local DeepSeek model in PyCharm via Ollama for free, privacy-safe AI-assisted programming. Includes installation steps, plugin setup, usage tips, and hardware recommendations.
TutorialsLearn how Java developers can build MCP Server and Client using Spring AI Alibaba, define tools with @Tool annotations, and integrate with AI clients like Trae for LLM-powered business data access.
TutorialsComplete Claude Code installation guide covering Node.js setup, Git Bash config, network proxy settings, and API key management to help developers avoid common pitfalls.
TutorialsLearn how to refactor a Node.js AI Agent using Function Calls instead of prompt engineering. Covers tool definition via JSON Schema, the Agent Loop, and key implementation details from analyzing Claude Code.
TutorialsComplete guide to solving ChatGPT Codex phone verification using the WooSIM SMS platform. Step-by-step tutorial covering overseas number acquisition, IP matching, and common pitfalls.
The Cnblogs Account Ban Incident: Why …
A veteran Cnblogs blogger was banned for 15 days over an AI programming tutorial. This article examines the incident, the platform's declining quality, and the survival crisis facing legacy tech communities.
Industry InsightsAnthropic's largest-ever foundational upgrade to Claude Code fixes six critical issues at once—terminal flickering, thinking freezes, cryptic errors, context deadlocks, unstable connections, and session crashes—shifting AI coding competition to the infrastructure layer.
TutorialsHow to use ClipRoxyAPI local proxy to combine Claude Code's programming UX with GPT Codex Team models for under $1.50/month with ample quota and full privacy.
Product ReviewsDeep analysis of Cursor's pay-per-use refill plugin: account rotation mechanism, tiered discounts, full model support, and objective assessment of compliance risks and data security concerns.
TutorialsStep-by-step guide to install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CSwitch, add Chinese localization, and configure custom Skills.
TutorialsDeep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.
TutorialsLearn how to use open-source Bolt.diy with Gemini 2.0 via OpenRouter to build complete apps for free with zero coding. Covers setup, hands-on demo, and pros/cons analysis.