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How can ordinary people break into AI and earn money? This guide covers three entry strategies: zero-barrier data annotation and prompt engineering, career changers becoming AI app engineers, and degree holders diving into algorithms.

Complete ROS2 beginner's guide covering core concepts, version selection, Ubuntu VM environment setup, and robotics developer career prospects and salaries.

Deep dive into OpenAI Codex's Data Analytics Plugin: cross-system data integration, smart chart generation, data provenance, and Google Slides export reshaping analytics workflows.

Developer Peter built an AI travel mini-program using Claude Code and Codex via Vibe Coding, featuring smart destination exploration, map synchronization, and auto route planning.

Deep dive into Replit Canvas: multimodal AI generation for images, video, and audio, with sketch-to-image, WYSIWYG editing, and real-time collaboration.
TutorialsA comprehensive guide to AI Agent development for beginners, covering core concepts, market outlook, LangChain framework, RAG knowledge bases, and hands-on projects to systematically master intelligent agent development skills.
TutorialsA deep dive into integrating AI agents with Vue 3 frontend development, covering Coze platform agent building, Vue3+TypeScript+Pinia stack practices, and AI content generation features.
Product ReviewsHands-on review of Tencent WorkBuddy's AI Expert Team collaboration mode for batch-producing healing pet videos. Full workflow from viral analysis to automated generation, with honest assessment.
TutorialsStep-by-step guide to building an automated short video generation workflow on Coze, covering script writing, voiceover, AI images, video synthesis, and CapCut packaging.
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 analysis of SuiBian App's AI roleplay mechanics, from dialogue generation and character design to user experience, compared with Character.AI and similar products.
Industry InsightsIn-depth analysis of two core AI LLM career paths: engineering implementation vs. algorithm research. Compare education requirements, skills, and job prospects for programmers transitioning to AI.
Product ReviewsA Bilibili creator used AI platform TabTab to build a rhythm game from scratch in under 24 hours — art, music, and code 100% AI-generated. A deep dive into this zero-experience AI game dev case.
Product ReviewsDeep dive into GPT Image 1.5's core upgrades: multi-turn editing stability, 4x speed boost, creative editing capabilities, and API access for commercial applications.
Product ReviewsIn-depth review of ZhiHu AI's digital human streaming software: dual co-frame streaming, full-posture multi-scene support, timed host switching, smart script rewriting across 14 platforms with OEM options.
Deep DivesDeep dive into the AI industry's five-layer architecture: application, model, infrastructure, chip, and energy layers. Understand the full AI landscape.
Product ReviewsMagic is an AI video editing tool with 350+ real-world scene templates. Starting at $1, seamlessly place products into iconic locations like Paris and NYC. Trusted by L'Oréal and brands across 50+ countries.
TutorialsA complete guide to AI + content creator monetization in 2025, covering niche selection, account launch, and affiliate strategies. From AI image generation to AI copywriting and video editing, even beginners can earn money with AI tools.
TutorialsA detailed breakdown of the complete AI comic drama production workflow covering script generation, character extraction, image generation, scene management, and video synthesis in 5 steps.
Product ReviewsRunway Aleph 2.0 (Olive 2.0) is an AI video editing model in Edit Studio supporting keyframe editing, full video propagation, motion prompts, and multi-shot processing for precise modifications.