Azzaz

MangaKori

Manga reader with automated content ingestion

MangaKori
Role
Sole Engineer
Timeline
2025 · ~3 months
Context
Independent project

Tech & skills

  • Laravel
  • Filament
  • Tailwind
  • CDN

About

A manga-reading platform built around an automated content-ingestion pipeline rather than manual uploads.

What I built

  • Built a scraping and ingestion pipeline that fetched, normalised and published chapters automatically.
  • Built a CDN-backed image delivery layer tuned for how manga is actually read — long sequences of images loaded in order, where perceived speed is everything.

Outcome

Ran for a few months. It never broke through against entrenched incumbents in search, and was wound down.

What I took away

  • Distribution and timing matter more than the build. Entering a mature category with better engineering and no distribution advantage is not a strategy.
  • Automated ingestion is the right call when content volume is the product — but it moves the hard problems to normalisation and delivery.