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Product ReviewsA deep dive into OpenCode, an open-source AI coding assistant supporting local private deployment, multi-model switching, and client-server architecture as a complete Claude Code alternative.
Firebase May Update: Comprehensive Upg…
Firebase's May updates from Google I/O cover AI Agent Skills for Android/iOS/Flutter, Google Maps Grounding, hybrid AI inference, Template-Only security mode, and App Check replay protection.
Firebase May Update: Comprehensive Upg…
Firebase's May updates at Google I/O cover AI Agent Skills for Android/iOS/Flutter, Google Maps Grounding, hybrid AI inference, Template-Only security mode, and App Check replay protection.
TutorialsLearn how to use VibeCodeApp to build a D2C e-commerce AI Agent mobile app with RAG capabilities using natural language prompts — from writing prompts to App Store deployment.
TutorialsHands-on comparison of Skills, Coze, and Dify for AI-powered software testing: auto-generating test cases from PRDs, performance reports, and requirements Q&A bots.
TutorialsHands-on comparison of Skills, Coze, and Dify for AI-powered software testing — covering auto-generated test cases from PRDs, performance reports, and Q&A bots to help testers choose the right tool.
TutorialsStep-by-step tutorial on deploying Dify locally using VMware, Ubuntu, BT Panel, and Docker. Covers environment setup, common error fixes, and next steps for building AI apps.
Industry InsightsIn-depth analysis of API aggregation gateways for multi-model AI access: unified interfaces, intelligent routing, disaster recovery, plus key risks around security, latency, and compliance.
Industry InsightsDeep analysis of 5 AI monetization paths for ordinary people: AI apps, account reselling, matrix accounts, lightweight paid services, and local model deployment.
Industry InsightsA deep analysis of AI entrepreneurship logic through a three-layer framework of demand matching, supply-demand dynamics, and distribution efficiency—revealing why AI lowers startup barriers but not success barriers.
Industry InsightsDeep analysis of DeepSeek's open-source strategy: why it's the optimal survival play. From user growth and tech moats to national strategy, decoding Liang Wenfeng's vision.
TutorialsA practical guide to frontend AI full-stack development covering PNPM MonoRepo architecture, TurboRepo build optimization, and LangChain multimodal applications with Ollama local model deployment.
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.
Product ReviewsInsForge is an open-source backend platform that lets AI coding assistants like Claude Code and Cursor directly invoke databases, auth, storage, Edge Functions, and deployment via MCP Server.
TutorialsA detailed guide to OpenCode's three installation methods (Desktop, CMD, WSL) and core features including Agent architecture, custom commands, MCP integration, and Agent Skills.
TutorialsComplete guide to AnythingLLM local knowledge base setup: installation tips, Ollama model configuration, document vectorization, recall optimization, and API integration.
TutorialsA systematic LLM engineer learning roadmap covering Transformer basics, prompt engineering, RAG, Agent development, API integration, fine-tuning, deployment, and project practice across six stages.
Product ReviewsDeep dive into Tencent Marvis system-level AI assistant, analyzing its local knowledge base, semantic search, privacy mode, and how Agents evolve from tools to OS integration.
Product ReviewsHands-on test using OpenAI Codex to replicate the world's coolest 3D gamified homepage, compared with free AI coding tools. Reveals the massive gap between top-tier and free models in complex project comprehension.
Deep DivesDeep analysis of DeepSeek V4's core architecture: Hybrid Compressed Attention, Manifold-Constrained Hyperconnection, and MUON optimizer—how they cut inference costs by 10x and enable million-token context processing.