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

DEV Community·arya rizky·6 months ago
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#python#opensource#ai#programming#engine
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I wanted to share a project I've been building: Mesin Cuan Viral Architect — a fully automated YouTube content pipeline.

What it does:

Discovers trending topics, writes scripts with dual parallel AI, generates TTS voiceover, fetches B-roll footage, renders cinematic video via FFmpeg, and uploads to YouTube — all autonomous, 24/7.

The secret sauce — Dual Parallel AI Scripting:

Most AI content tools use a single LLM → generic output. Mesin Cuan runs Qwen + Ollama simultaneously, then they cross-score each other to eliminate AI slop before production. The higher-scoring script wins.

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 —…

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