Luke Sandelands

Astro, JavaScript, Python, Shopify Liquid, Google Apps Script, Make.com API, Meta Conversions API (CAPI), Google Enhanced Conversions, Cloudflare Workers.

Architecting agentic e-commerce storefronts, integrating advanced LLM reasoning into deterministic Shopify workflows, and optimizing Edge caching infrastructure.

Building StackArchitect.xyz to document enterprise-grade Shopify automations. Currently developing free diagnostic tools like the Meta EMQ Score Estimator and App Stack Auditors.

Architecture audits, solving complex high-volume automation bottlenecks, and discussing the future of agentic e-commerce systems. Always happy to talk Shopify server-side tracking.