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How Shopify turns open models into task experts
Sidekick’s frontier model hands its most token-heavy work to open models that Shopify post-trains and serves itself. Here’s the loop we use to build them, and where NVIDIA’s models, software, and GPUs make each turn faster and cheaper.
Shopify Engineering · Published 10/21/2026, 10:12Cross-store product clustering across millions of stores
How we group product listings across millions of stores using tiered matching models, graph partitioning, and learned cluster merge decisions.
Shopify Engineering · Published 10/20/2026, 21:48Building Overexposed: understanding application exposure
Our first scanner read config files and missed what was running. We rebuilt it with the cloud inventory, a careful probe, and honest results.
Shopify Engineering · Published 10/20/2026, 05:54ShopGym: Realistic, reproducible sandboxes for shopping agents
ShopGym creates realistic online stores and generates shopping tasks based on each store’s products and features. Developers can then repeatedly test shopping agents under consistent conditions.
Shopify Engineering · Published 10/02/2026, 00:23
