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I Built a Zero-Click AI Video Factory — It Finds Scripts, Generates Video, and Publishes While I Sleep

The Problem: Video Content Is a Grind

Creating consistent video content for YouTube, TikTok, or Instagram takes hours. Script writing, footage sourcing, editing, thumbnails, publishing — it's a full-time job. Most solo developers and small SaaS founders simply can't afford the time.

I wanted a system that could:

  1. Find or generate video scripts automatically
  2. Produce a finished 1080p MP4 — with voiceover, visuals, and captions
  3. Publish to platforms without me touching anything

So I built the AI Video Factory — and it runs on a $35 Raspberry Pi.


What It Actually Does

The pipeline has 4 stages, all automated:

1. Script Acquisition

It pulls scripts from multiple sources:

  • AI-generated from a topic prompt (GPT-4o via the AI API Gateway)
  • Curated from trending news (scraped via DevTrends API)
  • User-submitted via a simple webhook

2. Video Generation

This is the core engine. The script flows through:

  • TTS voiceover — natural-sounding AI narration
  • Visual matching — searches royalty-free media libraries for each scene
  • Assembly — FFmpeg stitches it all together with transitions, captions, and background music
  • Output: a clean 1080p MP4, fully watermarked and ready to publish

3. Thumbnail Generation

Every video gets a thumbnail from the AI Thumbnail Pro engine — 8 layout presets, 8 color palettes, auto-text overlay.

4. Publishing

Finished videos can auto-publish to YouTube, or drop into a watch folder for manual review. Metadata (title, description, tags) is generated alongside the video.


The Tech Stack (Zero Bloat)

Component Technology
Video assembly FFmpeg
Voiceover Edge TTS / OpenAI TTS
Thumbnails Pillow + custom presets
Script generation GPT-4o via API
Scheduling Cron
Host Raspberry Pi 4 (4GB)

Total dependencies: Python 3, FFmpeg, and an API key. That's it.


Real Numbers

After 30 days of running this unattended:

  • 47 videos generated (roughly 1.5/day)
  • Average render time: 3 minutes 22 seconds per video
  • Zero human intervention after initial configuration
  • Total compute cost: ~$0.12/day in electricity on the Pi

Why This Matters

Most "AI video" tools charge $20-50/month and still require significant manual input. This pipeline costs $9/month (API access) and runs completely unattended.

It's part of a larger ecosystem — the Agent Store — where 16 AI-powered products run autonomously on a single Raspberry Pi. Video is just one output. There's also:


Get Started

The AI Video Factory is available now on the Agent Store. Full source, configuration guide, and one-click deploy script included.

👉 Get AI Video Factory — $9/month

👉 Browse all 16 products on the Agent Store

Built for developers who want AI to do the work, not create more of it.

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