How Mumu Migrated From Prometheus to InfluxDB and Tripled Their Metric Coverage

Mumu, an all-in-one productivity platform, transitioned from Prometheus to InfluxDB 3 to address the architectural mismatch between pull-based monitoring and their need for event tracking. The migration, which involved dual-writing metrics to both systems and validating their performance, allowed Mumu to seamlessly switch to a push-based monitoring system that better suited their requirements. InfluxDB's effortless self-hosting and push-based HTTP API enabled Mumu to expand their metric collection from 150 to 560 and enhanced their ability to build dashboards and debug data using SQL. The transition was facilitated by AI agents that streamlined the migration process, and the use of InfluxDB has transformed Mumu's approach to data, making metric delivery more accessible and encouraging comprehensive instrumentation. Mumu plans to further integrate InfluxDB into their product features, considering it for user-activity statistics and leveraging its SQL capabilities for product insights.