Parker Rex
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Shorts Factory

Q4 2025 learning project that moved a topic through research, script, storyboard, images, and clips.

Pipeline overview
Research step
Script editor
Video generation

Overview

A Next.js 16 app with seven pipeline steps: topic research, narrative, script, voiceover, storyboard, images, and clips. Gemini handles cited briefs and image generation, while Veo 3.1 animates approved frames.

Problem

Making one high-production educational video takes a full day across research, narrative, script, voiceover, storyboard, visuals, and assembly.

Solution

A structured production pipeline with approval gates. AI handles repeatable production work while a human keeps narrative and creative control.

Lessons learned

  • Made three videos manually before writing code. The workflow became the spec.
  • Style transfer via example swipe files beats generic prompts.
  • Locking approved steps prevents cascading inconsistencies through the pipeline.
  • AI handles tedious work; humans make creative decisions.