Shopify themes that behave
Clean Liquid architecture, custom sections, product templates, and storefront logic that do not collapse under edge cases.
Shopify / Full-stack / Automation
Themes, apps, integrations, migrations, and automation built with full awareness of how ecommerce systems break in production.
Capabilities
Clean Liquid architecture, custom sections, product templates, and storefront logic that do not collapse under edge cases.
Private apps, app architecture, admin workflows, OAuth, GraphQL, webhooks, sync systems, and merchant-facing interfaces.
Product imports, multilingual data mapping, redirects, collection structures, external database migration, and ecommerce data cleanup.
AI tools, product enrichment, classification, content workflows, and repetitive admin-task automation built around real business movement.
Broken themes, failing API integrations, tangled metafields, half-finished apps, and undocumented changes reconstructed into a system that can be worked on again.
Scoping, tradeoffs, handoff notes, and technical decisions explained clearly without turning the client into a developer.
It is usually a data problem, integration problem, workflow problem, performance problem, content-model problem, or production ownership problem.
Mirakle treats Shopify as an ecommerce system: storefront, admin workflows, APIs, apps, product data, automations, and the human process around it.
Technical shape
Liquid, custom sections, product templates, collection pages, metaobject-driven content, and theme architecture.
Admin API, Storefront API, GraphQL, webhooks, OAuth, app architecture, and sync logic.
Rails, Node, React, PostgreSQL, MongoDB, TypeScript, and the glue code ecommerce teams actually rely on.
Python scripts, scraping, ETL, product enrichment, prompt systems, RAG prototypes, and AI-assisted ecommerce tooling.
Typical problems
Sections work until a campaign, variant, market, or content change exposes the shortcuts.
Data, webhooks, metafields, and external systems need boundaries and sync logic.
Products, redirects, collections, content, and data structures need a controlled move.
The useful version is tied to product operations, content workflows, or admin tasks - not a demo.
Fit
Broken theme, unclear migration, half-built app, strange API problem, AI idea, or a storefront workflow nobody wants to touch anymore.
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