JWJanson Wanginasgdropshipping.hashnode.dev·2d ago · 6 min readA Five-Signal Data Model for Viral-Demand Fulfillment ReadinessA viral product does not create a new fulfillment system. It exposes the first constraint the existing system cannot absorb. For an ecommerce team, that constraint is often difficult to locate because00
JWJanson Wanginasgdropshipping.hashnode.dev·3d ago · 4 min readA Six-Point Data Model for Ecommerce Return Root CausesMost return systems begin with a customer-facing reason such as "damaged," "wrong item," or "not as described." Those labels are useful for service workflows, but they describe what the customer notic00
JWJanson Wanginasgdropshipping.hashnode.dev·Jul 30 · 14 min readHow to Stress-Test a Shopify Fulfillment Integration Before You MigrateA practical engineering guide to validating webhooks, SKU mapping, inventory, warehouse events, tracking, exceptions, and rollback before live order volume moves to a new fulfillment provider. A perfe00