Convex is a leading platform for developing reactive backends that are essential for modern applications requiring real-time responsiveness and seamless user experiences. While Convex provides built-in logging for development and debugging, production environments demand more advanced observability. Axiom’s integration with Convex enhances backend visibility by streaming detailed function execution data, performance metrics, and error tracking. This integration offers prebuilt dashboards and advanced analytics via the Axiom Processing Language (APL), enabling deep insights into function performance, database usage, and system behavior. Additionally, proactive monitoring and intelligent alerts help maintain optimal user experience and resource utilization. The combination of Convex and Axiom transforms reactive backend data into a strategic asset, supporting continuous improvement and optimization as applications scale.