
9/15/2025 · Payton Burdette
What this post added
This post details the implementation of GraphQL subscriptions over WebSockets to replace polling for GitLab CI job status updates. This significantly reduced API calls by 92.56% (from 45 million to 3.4 million per day) and provides instant status changes to users, improving the user experience and reducing database load. The transformation involved refactoring the job header component to use GraphQL and implementing subscriptions with ActionCable.