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Industry InsightsIn-depth analysis of the AI large model job market, breaking down the two core directions—algorithm research and engineering deployment—covering requirements, barriers, and career prospects.
TutorialsComplete guide to ByteDance's free AI coding tool Trae: download, install, configure, and use with built-in Doubao, DeepSeek models. Native Chinese support, no VPN needed for developers in China.
TutorialsDeep analysis of Claude Code's four core agent modules: Agent Loop, Tool System, Skills, and Memory, with a TypeScript minimal implementation guide for frontend engineers transitioning to AI development.
TutorialsA detailed guide comparing three Claude Code agent deployment methods—Cron Loop, Desktop/Cloud Routines, and Modal/Trigger.dev—analyzed by run location and determinism to help developers choose the best strategy.
Product ReviewsHands-on testing of Claude Code for firmware-level ops: Ventoy virtual disk expansion, ext4-to-btrfs conversion, and a cost-effective local Agent deployment architecture with distributed design.
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Tech FrontiersAnthropic has confidentially filed an S-1 with the SEC, officially launching its IPO process. Analysis of the filing's implications, its $60B valuation, and the impact on the AI industry.
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.
Android 17 New Developer Tools: A Prac…
Deep dive into Android 17 dev tools from Google I/O 2025: R8 Configuration Analyzer, Jetpack Glance cross-device UI, and Media3 AI FX for end-to-end media processing.
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.
TutorialsStep-by-step tutorial: Build a low-cost AI programming assistant using DeepSeek-V3 API with VSCode's Continue plugin. Covers setup, API Key configuration, code completion demo, and Ollama local deployment.
Product ReviewsIn-depth analysis of Photoshop 2026 v27.3's 5 new features: Grain Adjustment Layer, Clarity & Dehaze layers, new Firefly model with 2K resolution, Reference Image, and upgraded Remove Tool.
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TutorialsComplete guide to building a coin identification app with Claude Code, covering tech stack selection, AI integration, real-device testing, and App Store publishing, with CoinSnap's $500K/month business model analysis.
TutorialsPractical guide to batch AI image generation on Mac using Draw Things, covering prompt iteration strategies, negative prompt pitfalls, performance tips, and the decision to switch to Replicate cloud platform.
Product ReviewsIn-depth analysis of AI aggregation platforms claiming free unlimited DeepSeek R1 full version access, revealing data security risks and sustainability concerns, with reliable alternatives.
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Expert OpinionsAgent engineer salary gaps hinge on two dividing lines: real production deployment experience and depth of foundational theory including deep learning, fine-tuning, and reinforcement learning.