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Create Studio: Hybrid Cloud-GPU Architecture for AI Video Generation

A deep dive into the distributed architecture powering Create Studio — an AI video ad generator that seamlessly bridges a cloud VPS with a local RTX 5090 GPU workstation.

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Create Studio: Hybrid Cloud-GPU Architecture for AI Video Generation
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01 AI video production studio Showspring A complete agentic video production studio: 24 steps from idea to multi-channel publish. Show-bible-driven, so characters, voices, formats, and running jokes persist across episodes. Node · SQLite · Multi-LLM · Veo 3.1 / Kling 3.0 / Seedance 2.0 · ElevenLabs showspring.com 02 The show it produces The Doodle Cast Rusty and Oreo host the first AI-hosted podcast with doodles. Episodes and shorts are produced end-to-end through Showspring, and viewers can pitch their own dog into the cast. Showspring pipeline · Nano Banana 2/Pro · Veo 3.1 / Kling 3.0 / Seedance 2.0 · ElevenLabs thedoodlecast.com 03 Talk to the cast Live Character Voice Live voice conversations with the show’s characters, right on thedoodlecast.com. Personas come from the same show bibles and voice IDs that produce the episodes, so the character you watch is the character you talk to. SpeechRecognition · local LLM on RTX 5090 · ElevenLabs thedoodlecast.com 04 Multi-model deliberation Quorum + Bulb Two products on one shared debate engine. Quorum: Claude, Gemini, and Grok plus a local model debate in true sequence, then a Chair model delivers the verdict. Bulb is the gated idea-lab sibling. Node · shared debate engine · Claude / Gemini / Grok · local model council.overdigital.ai 05 Nightly AI forecasts WillWin Multi-event forecasting across World Cup, Eurovision, F1, Tour de France, and the Oscars. Predictions regenerate each night on a local Gemma model. Astro · llama-swap gemma4:26b · Brave · Cron willwin.ai 06 Generative ad creative · exploration Create Studio Brief to storyboard to generative video to scored creative output. An exploration of one-person ad pipelines; the production-grade version of these ideas lives in Showspring. Node · Nano Banana 2/Pro · Veo 3.1 / Kling 3.0 · multi-LLM scoring hapalops.com
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How We Built the TheDoodleCast AI Chatbot
AI Engineering

How We Built the TheDoodleCast AI Chatbot

How we built a real-time AI chatbot for TheDoodleCast using Ollama, a local RTX 5090, Cloudflare Tunnel, and a custom streaming UI — without paying per token.