Field Notes

Pattern-recognition from years of delivery.

Practical writing on the things I actually do — Shopify performance, conversion engineering, WooCommerce architecture, AI automation. No SEO bait. No content-farm posts. Just the lessons that are worth writing down.

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Shopify theme customization: modify or rebuild?

A senior Shopify decision guide for knowing when to customize the existing theme, clean the architecture, or rebuild the foundation.

Adnan Khan · · 12 min read

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