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Integrating Avalara with Shopify Checkout to Clearly Show Recycling Fees
Some states require mattress recycling fees to appear as their own tax line during checkout. This article walks through how we combined Avalaras AvaTax API, Shopify metafields, middleware, and Checkout UI extensions to display a clear tax and recycling-fee breakdown in Shopify checkout for two brands.
Enterprise Headless Commerce Platforms: 2026 Comparison
Compare headless commerce platforms for enterprise ecommerce in 2026 by architecture, team ownership, integrations, storefront control, and tradeoffs.
How I Used AI and Python to Validate STORIS and Inntopia Data for Planning, Mapping, and Pattern Finding
I do not dump whole exports into a chatbot. I use an LLM to help write tight Python that answers one question at a time, prove it on a small sample, then run it locally larger data sets. That keeps work repeatable, cuts token cost, and keeps sensitive fields off hosted tools while I plan integrations and product mapping.