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Mangabox

01 September 2026·Product and engineering·2 min read

There is a large Uzbek-speaking audience for manga, manhwa and webtoons, and almost nothing to read in Uzbek. What exists is scattered, unfinished, and usually abandoned after a few chapters.

Mangabox is the answer to that: 170+ titles, new chapters every day, more than 20,000 readers a month, free, in Uzbek. A weekly schedule shows which day each series updates, so readers know when their series is coming.

The real problem was not the website

Running a manga platform is not a publishing problem, it is a throughput problem. Every chapter has to be translated, the original text removed from the artwork, the new text typeset back into the bubbles, and the result checked — by hand, that is hours per chapter, and it is the reason most Uzbek manga sites stop after a handful of releases.

So the platform came with its own production tool.

Studio Mangabox

A translation studio, shipped as a Mac app and a web interface, that takes a raw chapter and returns a finished one:

  1. Find the text. Speech bubbles and text regions are detected on the page.
  2. Read it. OCR handles English, Russian, Japanese and Korean sources.
  3. Translate it in context. Not bubble by bubble — the chapter is analysed into scenes and characters first, then translated with that context, then reviewed. A character glossary and story summaries carry across chapters, so someone addressed formally in chapter one is still addressed formally in chapter twelve.
  4. Clean the page. Original text is removed and the artwork behind it reconstructed.
  5. Typeset it. Font chosen by tone, size fitted to the bubble, text colour picked from what sits behind it.

Manhwa arrives as one long vertical strip rather than pages, so the studio splits it at the quiet bands where nothing is drawn, and merges fragments that belong to the same panel.

A translator opens the result side by side — original, cleaned, translated — and fixes what needs fixing. The hours-per-chapter job becomes a review job.

Why it is a Mac app and not just a website

The studio is the paid product, and it talks to a cloud gateway rather than to model providers directly — so the provider keys stay on the server, usage is metered per page rather than per token, and a subscriber who is offline keeps working for a grace period instead of being locked out mid-chapter.

The reader site is mangabox.uz. The studio's own site is not live yet.

Rustamjon Nuriddinov is an AI/ML engineer in Uzbekistan, writing about models, agents and evaluation. More at the index.