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AI automation · Tool

Content creation pipeline | AI Automation

A batch image-generation system with a web-based approve/reject/regenerate review interface, powering my own anime AI content channels.

Year
2026
Role
Solo build
Status
Tool
Side-by-side anime characters generated by the pipeline — a seated figure in a studio shot and a snow-scene character in a winter coat.

The problem

Producing daily AI-generated visual content for multiple platforms (YouTube, TikTok, Instagram) by hand is a full-time job. Generic image models produce repetitive output without prompt variation.

What I built

  1. 01Scheduled batch jobs trigger generation runs each morning
  2. 02Multi-agent prompt variation produces distinct creative directions per batch
  3. 03Web review UI: approve, reject, regenerate, and queue for posting
  4. 04The agent finetunes on every approval and rejection, so prompt direction sharpens over time
  5. 05Same architecture pattern can be lifted into a client's content workflow

Tech stack

  • Next.js
  • OpenAI
  • Multi-agent prompt variation
  • Scheduled batch