Blog
Technical deep-dives, project updates, and things I've learned along the way.
How to Audit a Shopify Product Feed Before You Push to Google Merchant Center
Most Google Merchant Center disapprovals are preventable if you audit your Shopify feed before sync. Here's the checklist I use on real catalogs.
Why Your Shopify Bulk Operation Keeps Timing Out (And How to Fix It)
Shopify bulk operations work great on small stores. On 10K+ product catalogs, they time out. Here's what's actually happening and how to fix it.
Building a CSV Diff Tool for API Regression Testing
How I built a high-concurrency Python tool to catch data feed regressions before they hit production.