シリコンバレー17年のプロが本気でAIエージェント使い込んだ結果全部見せます

After running AI agents for 1,000 hours and pushing them across my own business, this ex-Google UX designer reached one conclusion. In this video, I'll show you my actual operating organization — 4 teams, 18 AI agents — with nothing hidden. It's a bit over-engineered in places, but there's plenty you can apply starting tomorrow. ━━━━━━━━━━━━━━━ 📌 Timestamps ━━━━━━━━━━━━━━━ 00:00 Most people are running AI agents wrong 01:04 Why you need to organize them 01:54 Problem 1: Output drift 02:21 Problem 2: More mistakes 02:44 Problem 3: Reviews stop working 03:55 So we organize 04:35 Borrowing the wisdom of human organizations 04:59 Specialization 05:49 Review culture 06:40 Writing culture 07:39 Defining decision-making scope 08:25 The more human-like AI becomes, the more "org design" matters 09:13 Org design lives or dies on human intent 10:52 Kuuki Design's AI agent operating system, explained 12:01 Organizational infrastructure (the coordination layer) 12:53 Task management (kanban) 13:51 The context engine 15:30 Design system 16:14 How AI agents hand off work to each other 17:09 (This slide was also made by AI) 17:26 What my "AI staff" actually are 20:50 Team composition and function 21:24 Engineering team structure 23:50 Content team structure 25:46 Business team operations 27:15 Infrastructure (critical) 28:24 The task management app (AIRFLOW) 30:47 How humans and AI assign tasks to each other as equals 32:19 Same as human orgs: build an environment where your reports can act on their own 33:39 Morning meetings, briefings, routines 35:18 Operational lessons and warnings 36:13 Work that wasn't worth doing alone becomes worth doing 37:11 Implicit understanding doesn't work 38:21 AI systems break silently 39:14 "Treat AI like a report" is the baseline. To go further: org design 39:42 Summary: 3 principles of AI organizations ━━━━━━━━━━━━━━━ 🎥 Recommended videos ━━━━━━━━━━━━━━━    • 非エンジニアの為の「AIエージェント」完全講義      • 【これから必須の選択肢】無料安全OllamaローカルAIで自動化する方法      • AIエージェントが生む「新・階級社会」　個人が勝ち残るためのポジショニング      • そのAI画像　仕事で使えません。シリコンバレープロが解説するAI著作権の線引      • AIを本格的に勉強するべきか不安に思ってる皆さんへ【本質解体】      • 今年中に決まる - 管理職、お荷物か指揮者か：シリコンバレーでもう起こり始めてる変化      • AIツールを追うな。年200時間を奪う『スペック病』の正体」【モジュラー思考】   ━━━━━━━━━━━━━━━ 🎧 Podcast version ━━━━━━━━━━━━━━━ https://kuukidesign.podbean.com/ ━━━━━━━━━━━━━━━ 📌 About Kuuki Design ━━━━━━━━━━━━━━━ A channel where Silicon Valley-based UX designer Rio talks honestly about design, career, and AI. Subscribe → @KuukiDesign ─────────────── Work inquiries ─────────────── For business inquiries: [email protected] ・Design strategy & consulting ・AI workflow implementation ・Career coaching & mentoring ・Speaking & media appearances ━━━━━━━━━━━━━━━ 🐈️ Social ━━━━━━━━━━━━━━━ Bluesky: https://bsky.app/profile/kuukidesign.... LinkedIn:   / rio-matsumoto-ab69b919   ━━━━━━━━━━━━━━━ #AIAgents #AgentOps #OrgDesign #SiliconValley #UXDesign