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TutorialsBilibili creator Luffin used Nana Banana to launch 9 AI Agents in two weeks, earning $1000+. Learn the complete methodology using N8N workflows and Mirror platform for AI global monetization.
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.
TutorialsExplaining how Claude Code's multi-Agent orchestration fails on Windows due to tmux incompatibility, analyzing WSL limitations, and exploring native alternatives and best practices.
Industry InsightsFor ordinary people aiming to earn a million, the core skill is mastering traffic. This article breaks down three paths to acquire traffic and how to scale through batch operations.
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.
Product ReviewsDeep dive into Windsurf's integration of Devin Review and Quick Review—how IDE-native AI code review eliminates context switching, boosts developer efficiency, and reshapes workflows.
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.
Product ReviewsClaude Code v2.1.144 adds background task Resume support, unifies Usage Credits naming, and fixes network errors, startup lag, and long session display issues for improved stability.
TutorialsDeploy Cloud Code and Hermes AI Agents to efficiently manage three physical hosts solo. Covers Ventoy single-file deployment, BTRFS+RAW Image setup, Agent task division, and risk control strategies.
Tech FrontiersWindsurf rebrands as Devin Desktop with Agent Command Center for multi-agent management, open-source ACP protocol, and a Rust-rewritten local Agent. Full breakdown of the upgrade and platform strategy.
Tech FrontiersOpenAI's Codex plugin system gets a major expansion, connecting 62 mainstream apps and 110 work skills across sales, analytics, creative, design, and investing. One-click install transforms Codex into a professional AI assistant—no coding required.
Deep DivesDeep analysis of how multi-agent architecture solves AI hallucination. From context rot to adversarial debate mechanisms, see how Anthropic, xAI, and Kimi reduce hallucination rates from 12% to 4.2%.
How a 5-Person Team Reimagined the Ent…
How a 5-person fleet management team uses OpenAI Codex to revolutionize efficiency: non-technical staff build products independently, orchestrator pattern for layered scheduling, and verify-first mode for code quality.
TutorialsA creator with zero coding experience built and launched a Lucky Calendar website entirely through AI conversations. Full walkthrough from idea to deployment.
TutorialsA detailed guide to Claude Code's three working modes: Auto-Edit (Shift+Tab), Plan mode, and YOLO fully automatic mode — how to enable them, ideal use cases, and key considerations for developers.
TutorialsDeep dive into the open-source Nature Skills project by a Shanghai Jiao Tong University PhD, automating 7 academic paper workflows via Claude Code's Skills mechanism with 9 Skill writing patterns.