I Built My Own Higgsfield Katana in 24 Hours

Join the Tein Waitlist to access the cheapest AI models, open source workflows and more: https://tein.ai Join PublicAI Community (free): https://www.skool.com/publicai Every motion graphic in this video, including the airplane and the flat earth explainers, came out of a pipeline I built with Claude in 24 hours. I haven't seen Higgsfield's code, but I'll show you how Katana most likely works: the stack, the only two ways anything gets animated, why Three.js on its own is not enough, and the library and the checks that make the results look good. Then the business side: why gatekeeping everything behind an MCP server cost me $125 per video, and what I keep on the server instead. The 2D pipeline is free on GitHub as Showhow, so you can build your own library on top of it. You will learn⤵️ 1. The full stack behind AI motion graphics: Claude Code, ElevenLabs, Remotion and FFmpeg 2. The only two ways to animate: Canvas and SVG, or Three.js 3. Why asking Claude for Three.js isn't enough, and the layers that fix it 4. How a skill and a saved workflow turn one prompt into a finished video 5. How a library of references and 3D models gives your videos your own look 6. How a checks file measures every frame before anything ships 7. How MCP servers work, who pays for the tokens, and what to keep on the server 8. How to turn the fast version into a realistic render with Seedance for about $8 This workflow⤵️ Showhow, my free Katana-style 2D pipeline: https://github.com/sirioberati/showhow Free resources⤵️ PublicAI Community: https://www.skool.com/publicai Tein, the cheapest official AI models, open source workflows and more: https://tein.ai My other open source workflows⤵️ AI motion graphics for YT explainers: https://github.com/sirioberati/YouTube-AI-Motion-Graphics AI video editing system for YT: https://github.com/sirioberati/YouTube-AI-Video-Editing-System Genjutsu open source workflow: https://github.com/sirioberati/Genjustsu-Open-Source-Workflow Emotion control workflow: https://github.com/sirioberati/Emotion-Control-Open-Source-Workflow Connect with me on: https://instagram.com/heysirio https://instagram.com/saysirio Chapters 00:00 – 01:32 Higgsfield Katana, Rebuilt 01:32 – 02:35 What You'll Learn 02:35 – 03:53 Katana's Full Stack 03:53 – 08:02 Two Ways to Animate 08:02 – 09:55 Three.js Isn't Enough 09:55 – 10:54 Claude Skills and Workflows 10:54 – 12:30 Pipeline Step by Step 12:30 – 16:09 Build Your Library 16:09 – 20:35 Check Every Frame 20:35 – 24:30 Who Pays for Tokens 24:30 – 26:49 What to Gatekeep 26:49 – 27:38 How Higgsfield's Katana Works 27:38 – 30:01 Faster, Cheaper Renders 30:01 – 31:56 Free Katana-Style Pipeline