I Built an AI Pipeline That Turns One Idea Into 39 Sticker Packs (Here's the Whole System)

Описание и применение

Создана автоматизированная система, которая из одного запроса генерирует 39 наборов стикеров, векторизует их, упаковывает и публикует на Gumroad, работая на VPS без GPU.

Задача

Scaling a sticker catalog from a single pack to 39 themes required weeks of manual work, which was impractical for the creator.

Результат

The pipeline produced 39 sticker themes and 118 indexable pages, all sold via Gumroad, with a cost of less than a coffee per week.

Рабочий процесс

• Define a strict spec for style, size, background, and file size before generation.
• Generate raster sheets using a text‑to‑image model.
• Vectorise each sheet with a raster‑to‑vector tracer to produce EPS/SVG.
• Package each pack with PNGs, a sticker sheet, EPS, SVG, preview, and a commercial‑use license.
• Automate uploads, descriptions, covers, and publishing via the Gumroad API.
• Schedule uploads to respect Gumroad’s 10‑product‑per‑day limit.
• Build SEO pages, promo pages, Nostr posts, and a hub page to funnel traffic to the Gumroad store.

Доказательства

I could design one good sticker pack, but scaling to a full catalogue meant weeks of manual work I didn't have time for.

Источник

Everything runs on a single 1‑vCPU VPS with no GPU.

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The whole thing costs less than a coffee per week to run.

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Gumroad only lets you create 10 new products per day.

Источник

I built a free, automated distribution layer: 76 SEO pages, 42 promo pages, Nostr posts, a hub page.

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