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#PODAutomation

AI Image and Print-on-Demand Automation

Generate designs, mockups and listings, then publish to your store automatically.

model: custom scope & deployment · contact for quote

~/telemetry/spec
Running
image_stackopenai · gemini · fluxprint_networkprintify · printfulstorefrontsshopify · etsyqa_gatescreen·disclose·upscale
Node health0%
○ waitingmeasuring...

~/scope

6 capability modules
01#POD

Prompt-to-design pipeline

Niche prompts become finished designs in bulk, with style presets you control.

  • Batch runs
  • Style presets
  • Versioning
02#SCHEMA

Background removal and upscaling

Clean cutouts and print-resolution files, checked before they ship.

  • Quality gates
  • Validation
  • Exports
03#MOCK

Realistic mockups

Designs on tees, mugs and posters with color variants, rendered automatically. Same pipeline also does product photos and ad creatives for brands.

  • Color variants
  • Batch runs
  • Previews
04#CONTENT

Auto-written listings

Titles, tags and descriptions written per platform, backed by niche and trend research.

  • Keyword research
  • Structured output
  • Dedup
05#SYNC

Bulk upload to stores

Push to Printify, Printful, Shopify and Etsy with one approval step.

  • API sync
  • Cron
  • Run logs
06#COMPLY

Screening and AI disclosure

Trademark and copyright screening plus platform AI-disclosure rules handled.

  • Source licensing
  • Compliance
  • Audit trail

~/stack

all runtimes production-validated

FOUNDATION

PythonNode.jsTypeScript

REASONING

OpenAI ImageGemini ImageFlux

FRAMEWORK

PrintifyPrintfulShopify

STATE CONTROL

Etsy APIQueuesAsset buckets

BACKEND CORE

WebhooksSchedulersAdmin dashboard

~/process

4-stage execution pipeline
  1. 01SCOPE

    Niches, products and stores, plus what good output looks like.

    output:Niche brief
  2. 02ARCHITECT

    Prompt system, QA gates and publish flow.

    output:Pipeline blueprint
  3. 03EXECUTE

    Generate, mock up and list in bulk.

    output:Live listings
  4. 04HARDEN

    Screening, disclosure and trend refresh loops.

    output:Operations playbook

~/work-case-study

linked to live /work routes
~/work/20labCatalog-to-storefront pipeline

20Lab

Automated product pipelines that keep listings fresh across channels, synced live around the clock.

LiveStorefronts synced
99.9%Uptime
24/7Pipeline
Next.jsSupabasePython
~/action
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Years shipping
0+
Products launched
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Users reached
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Uptime mindset