E-Commerce · GCP
Shopify
Shopify runs a modular monolith (primarily Ruby on Rails) deployed as multi-tenant pods, each with its own MySQL, Redis, and memcached, on Kubernetes clusters running on Google Kubernetes Engine, with Kafka-centric data pipelines for CDC, analytics, and event distribution.[1][10][11][14] Traffic is handled via a global edge (Anycast + nginx/OpenResty) feeding stateless app workers into these pods, enabling regional failover, blast-radius isolation, and large flash-sale scaling.[2][3][11][16]
Foundation proximity: Direct API
Foundational models & how they consume them
PrimaryGPT-4-class (Shopify Magic/Sidekick and related features)· OpenAI API · Direct API
Cloud & datastore
GCPMySQL (heavily sharded, pod-based)RedisMemcachedKafkaGoogle Cloud StorageConfluent Schema RegistryCompliance
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FAQ
Does Shopify use a foundational AI model?
Shopify uses GPT-4-class (Shopify Magic/Sidekick and related features) (Direct API).
What cloud does Shopify run on?
Shopify runs on GCP.
What database does Shopify use?
Shopify uses MySQL (heavily sharded, pod-based), Redis, Memcached, Kafka, Google Cloud Storage, Confluent Schema Registry.
How close does Shopify run to the foundational model?
Shopify is Direct API — close to the metal, so cheaper tokens and more control over outputs.
Sources
shopify.com ↗Also on the map
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