What AXED was.
AXED was a WEBTOON Original — a serialized comic released on WEBTOON's official roster from June 2018 through December 2020. The series shipped twice weekly at peak, anchored by a small ops team plus a custom Python image-processing pipeline I built to keep panels consistent at scale.
- Platform
- WEBTOON Original — selected/promoted serial on the official catalog
- Format
- Vertically-scrolling serialized comic; twice-weekly ship cadence at peak
- Active publishing
- Jun 2018 — Dec 2020 (2.5 years live; peak audience sustained across the run)
- Production stack
- Python + OpenCV image-processing and consistency-check pipeline · operator workflow tooling · Git-based review and ship
What it became.
Audience at scale, then a clean enterprise IP exit across two formats.
The IP rights deal — Wattpad WEBTOON Studios
- Counterparty
- Wattpad WEBTOON Studios — the merged publishing + animation arm spanning book and screen adaptation
- Scope
- Multi-year, multi-format license: book publication + 2-season animated television adaptation
- Releases
- Both formats releasing in 2025
- Structure
- Negotiated solo, on the creator side, from sourcing through close
What this proves.
AXED is the single clearest demonstration of the builder-operator-closer combination — and the reason the engineering work that came next at CentrOS isn't a one-dimensional pitch.
Builder
- Wrote and drew a serialized comic that survived audience selection on a competitive platform
- Built the Python + OpenCV pipeline that kept consistency and ship cadence viable at twice-weekly
- Designed the queue → tooling → review → ship workflow that prefigured today's HITL agent systems at CentrOS
Operator
- Ran a 2.5-year content business with a small ops team and external collaborators
- Held ship cadence through audience growth from 0 to 492K+ subscribers
- Maintained the production pipeline end-to-end — no platform team underneath
Closer
- Sourced and negotiated a multi-format IP rights deal with Wattpad WEBTOON Studios
- Structured book + 2-season animated television license terms across multiple years
- Carried the commercial close solo — same muscle now applied to CentrOS design-partner conversations
For an engineering hire, AXED proves a decade of shipping doesn't stop at code. For a commercial hire, it proves a builder can close enterprise IP deals across multiple counterparty types. Read on at CentrOS for how this practice was formalized into a production runtime, or back to the portfolio for the full timeline.