August 21, 2026
My Three-Pass Check Before Publishing AI Product Photos
A practical three-pass QA routine for sharper, truer, and more believable Shopify product images before they reach a product page or ad.
Loose notes, sharp ideas
Sketchbook thinking for lean ecommerce operators.
Practical articles about ecommerce tools, SaaS products, automation, AI workflows, and the day-to-day systems that help small teams move faster.
Visit The Lean Ecommerce
August 21, 2026
I Split My Shopify Size Guides by Product Family Before It Got Messy
A practical way to decide when apparel, footwear, and accessories need shared or separate Shopify size guides.
August 21, 2026
I Used One Shopify 3D Model to Close an Expectation Gap
A practical field-note workflow for using one interactive 3D model to answer the product-page questions flat photos leave behind.
August 20, 2026
I Added a Schema Checkpoint Before Syncing Notion to Webflow
A practical pre-sync checklist for mapping Notion content to Webflow CMS without broken slugs, missing images, or surprise publishing changes.
August 20, 2026
I Started My Shopify AI Agent With a Read-Only Exception Report
A practical way to start Shopify AI automation: a scoped daily exception report that helps you spot inventory, order, and catalog issues without giving an agent the keys.
August 19, 2026
I Audited a Shopify Size-Chart System Before a New Collection
A practical Shopify size-chart audit for garment measurements, assignment rules, shopper-facing guides, and safe collection launches.
August 19, 2026
How I Keep Shopify Blog Automation Useful With a Review Queue
A practical review-first workflow for using Shopify blog automation without publishing generic or inaccurate content.
August 19, 2026
I Built a Shopify Photo Triage Board Before Spending Another Credit
A practical field-note system for routing weak Shopify product photos to the right AI edit before wasting generation credits.
August 18, 2026
I Built Customer Recap Videos From Milestones Without a Render Mess
A practical workflow for turning customer milestones into reviewable, repeatable video recaps with VideoFlow.
August 17, 2026
I Built a Recurring Shopify Content Calendar With a Review Gate
A practical recurring Shopify blog workflow that keeps product-aware posts moving without skipping human review.
August 15, 2026
I Made AI Video Drafts Reviewable Before They Reached Customers
A practical field note on turning AI-generated customer videos into reviewable VideoJSON before rendering and delivery.
August 14, 2026
I Made a Shopify Photo Direction Card Before Generating Lifestyle Shots
A practical field note on creating one photo direction card that keeps Shopify lifestyle images consistent, reviewable, and true to the product.
August 14, 2026
I Mapped One Shopify Product Into Three UGC Video Jobs
A practical field note on planning AI UGC videos for Shopify ads, product pages, and post-purchase moments.
August 13, 2026
My Shopify UGC Test Matrix: Four Video Angles Before Lunch
A lean, repeatable way to turn one Shopify product into four AI UGC video tests without another production shoot.
August 13, 2026
I Sketched a 3D Product Media Pilot Before Touching My Theme
A practical field-note plan for choosing, capturing, and publishing a first Shopify 3D model from phone photos.
August 9, 2026
The Apparel Size Guide Launch Checklist I Use Before a Shopify Drop
A practical Shopify checklist for writing size charts, teaching measurements, and assigning guides across an apparel catalog.
August 8, 2026
I Built a Shopify Escalation Board Before Letting an AI Agent Touch Orders
A practical way to give a Shopify AI agent useful work while keeping orders, refunds, and exceptions under human control.
August 7, 2026
How I Turn One Shopify Product Photo Into a Campaign-Ready Visual Set
A practical system for turning one clean Shopify product photo into consistent catalog, lifestyle, and campaign assets.
August 4, 2026
The 3D Capture Checklist I Use Before Scanning Shopify Products
A practical checklist for lighting, staging, orbit shots, and Shopify 3D capture setup.
August 4, 2026
How I Use dash-p for Repo Summaries and Structured Output
A practical field note on scripting Claude Code with dash-p for repo summaries, structured output, and small local helpers.
August 3, 2026
How to Choose the Right Shopify Swatch Setup for Variants, Linked Products, and Collections
A practical guide to choosing between variant swatches, linked products, and collection-page swatches in Shopify.
August 2, 2026
How to Turn One Product Brief Into UGC Video Ads
A practical Shopify workflow for turning one product brief into reusable UGC-style video ads with Supra UGC Maker.
July 31, 2026
How I Build a Reviewable Video Pipeline Around VideoJSON
A practical VideoFlow workflow for keeping video drafts inspectable, reviewable, and easy to export from one JSON source.
July 31, 2026
How to Build a Video Workflow Around a Single JSON Contract
A practical way to keep one VideoJSON contract working across preview, edit, and export with VideoFlow.
July 29, 2026
How to Export a Webflow Site to Git, S3, or FTP Without Rebuilding It
A practical Webflow export workflow for static hosting, CMS handoff, and cleaner site migration with ExFlow.
July 29, 2026
How I Turn a Framer Site Into Static HTML and Host It Anywhere
A first-person look at exporting Framer sites with ExFlow, checking the static handoff, and choosing where to host the result.
July 27, 2026
How to Move a Squarespace Site to Static Hosting Without Rebuilding It
A first-person walkthrough of exporting a Squarespace site with ExFlow, choosing Git, S3, or FTP, and keeping the design intact.
July 27, 2026
How I Keep Shopify Product Photos Consistent Across Listings and Ads
A practical Shopify photo workflow for turning one source image into consistent listings, lifestyle shots, try-ons, and ad assets.
July 26, 2026
How to Build a Portable VideoJSON Workflow for Browser, Server, and Editor
A practical field note on making one VideoJSON template work in the browser, on the server, and inside a live editor.
July 25, 2026
Which Shopify Products Should You Turn Into 3D Models First?
A practical way to pick the Shopify SKUs that deserve 3D capture first.