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I Built an AI Video Factory That Runs 24/7 — Fully Open Source

DEV Community
arya rizky

I wanted to share a project I've been building: Mesin Cuan Viral Architect — a fully automated YouTube content pipeline. What it does: The secret sauce — Dual Parallel AI Scripting: 12-engine pipeline: Viral Loop Engine — real-time trend detection Dual Parallel AI — Qwen + Ollama cross-scoring Script Quality Scorer — multi-dimensional validation Hook Engine — auto-injects high-retention openers Memory Engine — never repeats content Research Engine — web research before scripting Series Engine — auto-generates multi-part content Neon Visuals — cinematic FFmpeg rendering Smart SFX Mixer — niche-aware sound effects Thumbnail Intelligence — AI-driven CTR optimization OAuth2 Analytics — per-channel retention dashboard Pipeline Estimator — ETA prediction for batch renders Why I built this: Tech stack: Python 3.11 + FFmpeg + Ollama + Qwen + F5-TTS Quick start (only needs Ollama + FFmpeg): git clone https://github.com/algojogacor/mesin-cuan.git Repo: https://github.com/algojogacor/mesin-cuan MIT License — free to use, modify, distribute. Built solo at 18.