Shopify Inventory Sync: ERP, WMS, 3PL, and the Source of Truth
Shopify inventory sync explained for enterprise catalogs. Learn how to design ERP, WMS, and 3PL integrations that prevent race conditions and stock drift.
Samuel Noriega18 min read
Shopify engineering notes
Implementation notes from theme, Liquid, Hydrogen, Functions and checkout work, including the workflows and trade-offs behind them.
Shopify Theme Architecture in 2026: When Liquid Should Win Over JavaScript
JavaScript is essential for interaction, but many Shopify themes ask it to do work that Liquid and HTML can deliver earlier, more reliably and with less main-thread cost.
Samuel Noriega9 min read
Why We Duplicate the Live Shopify Theme Before Every Engineering Change
A duplicate theme is a simple safety boundary: it separates implementation and QA from the storefront customers are using right now.
Samuel Noriega9 min read
Shopify Plus Agency RFP Checklist for Complex Commerce Projects
What established DTC and B2B teams should put in a Shopify Plus RFP so agency proposals are comparable on architecture, delivery risk and ownership.
Samuel Noriega13 min read
What Shopify Theme Automation Can Safely Handle—and What Still Needs Senior Engineers
AI and automation can execute useful Shopify theme work, but safe autonomy depends on staging, bounded scope, validation, rollback and clear escalation boundaries.
Samuel Noriega10 min read
How to Optimize for Voice Search: A Shopify Guide 2026
A practical Shopify guide to conversational query research, answer-first content, structured data, local discovery, mobile performance, and realistic measurement for voice-oriented search.
Samuel Noriega18 min read
Shopify Checkout Optimization: Playbook for 2026
A measurement-first checkout playbook for established Shopify and Plus brands: instrument the funnel, diagnose friction, prioritize by impact and risk, and implement on the supported surface.
Samuel Noriega11 min read
When Is Custom Shopify Development Worth It? Apps, Themes, or a Custom Build
A practical decision framework for established Shopify brands choosing between apps, themes, custom development, and replatforming.
Samuel Noriega19 min read
Mastering Shopify Subscription Plans in 2026
Native Shopify selling plans or a third-party subscription app? A decision guide to recurring-commerce architecture, plan-tier headroom, app-stack risk, total cost of ownership and migration continuity.
Samuel Noriega14 min read