Taha Rouifi
In progress

AI Automation

Manga Website Automation

This started from a personal need: if the same publishing task appears twice, it deserves a system.

Mission Briefing

A workflow that turns repeated publishing steps into a repeatable automation pipeline.

Problem

Publishing manga content manually creates repetitive work across sourcing, formatting, metadata, and updates.

Why I Built It

This started from a personal need: if the same publishing task appears twice, it deserves a system.

System Architecture

Need
Idea
AI Agent
Tools
Automation
Output
Lesson

Tech Stack

Next.jsAI agentsNLPAutomationCMS-ready data

Workflow

Need gets translated into a repeatable system, then tested until the output becomes useful enough to keep improving.

Key Features

  • Content intake workflow
  • Metadata generation
  • Publishing checklist
  • Quality control steps

What I Learned

  • Start from the bottleneck
  • Make manual judgment explicit
  • Automate the boring middle

Next Iteration

  • Time saved placeholder
  • Chapters processed placeholder
  • Manual steps reduced placeholder