Ruby and Rails Versioning at Scale - Automating Upgrades for Large Projects
Discover automated Rails upgrades and efficient Ruby service maintenance using Dependabot, Rubocop, and Bundler for large-scale projects.
How to Deliver a Large-Scale Kubernetes Network - Shopify Case Study
Optimize multi-tenant traffic management, reduce costs, and simplify operations using multi-cluster services and gateways. Learn from Shopify's large-scale Kubernetes network success.
Clean Code for Data Scientists - MLOps Coffee Sessions
Explore clean coding practices for data scientists, Shopify's real-time serving platform Merlin, and insights on LLMs in production with Matt Sharp, Data Developer at Shopify.
The Magic of Merlin - Shopify's New Machine Learning Platform
Explore Shopify's Merlin ML platform, its open-source stack, architecture, and how it scales ML work using Ray.
Building a Fraud Detection Model with Feature Stores - Includes Shopify Case Study
Develop a real-time fraud detection system using ML data pipeline tools. Learn to build, deploy, and serve data pipelines with Feast and Tecton. Explore architectural patterns and model stages.
Shopify's Open Source Approach to Network Monitoring with eBPF, Vector and ClickHouse
Discover how to build a scalable network monitoring system using eBPF, Vector, and ClickHouse to process millions of events per second across Kubernetes clusters with real-world implementation insights.