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yu chen

Building EasyCatch — a 100% local-first sourcing pipeline for Shopify that never phones home.

One Variant, One Image: Why Shopify's Image Table Binds Exactly One Photo per Variant

One Variant, One Image: Why Shopify's Image Table Binds Exactly One Photo per Variant

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8 min read
An @e1 Is a Handle, Not a Position: How Operun's Snapshot Keeps a Ref Meaning the Same Thing

An @e1 Is a Handle, Not a Position: How Operun's Snapshot Keeps a Ref Meaning the Same Thing

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8 min read
Four Supplier Attributes, Three Option Slots: How Collapsed Options Break Variant Images and Re-Imports

Four Supplier Attributes, Three Option Slots: How Collapsed Options Break Variant Images and Re-Imports

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8 min read
A Snapshot That Stops at 4,000 Tokens Is Not Smaller, It Is Blind: Three Walls That Hide a Page From an Agent

A Snapshot That Stops at 4,000 Tokens Is Not Smaller, It Is Blind: Three Walls That Hide a Page From an Agent

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9 min read
Supplier Spreadsheets Are Not Shopify CSVs: Handle Keys, SKU Mapping, and the Image-Prep Pipeline That Keeps Bulk Updates Safe

Supplier Spreadsheets Are Not Shopify CSVs: Handle Keys, SKU Mapping, and the Image-Prep Pipeline That Keeps Bulk Updates Safe

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7 min read
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