ActiveRecord provides a great deal of flexibility and speed of implementation for developers making new apps. As our teams and codebase grow and our services need to continue to scale, some of the patterns we use can start to get in our way. We've seen a bit of that at GitHub, and as a result have been experimenting with some new ways to work with ActiveRecord queries, reduce N+1s, and isolate model details. In this talk, I'll go over some the problems we've been facing, cover how we've been addressing them so far, and show some new experiments & patterns I've been working through. _____________________________________________________________ Cloud 66 - Deploy your Rails code directly from your repo to any cloud in minutes. Cloud 66 offers the convenience of Heroku, but on any cloud and in any region, with persistent storage, custom network configuration, zero downtime deployments, blue/green and canary releases, WAF, and more. Get $100 Cloud 66 Free Credits with the code: RailsConf2022 ($100 Cloud 66 Free Credits, for the new user only, valid till 31st December 2022) Cloud 66: https://cloud66.com/frameworks/rails?utm_source=e&utm_medium=d&utm_campaign=ytRailsConf-22