Grafana Our Service Leads use Grafana, which is a multi-platform open source analytics and interactive visualization web application. It can produce charts, graphs, and alerts for the web when connected to supported data sources.

AWS Timestream AWS Timestream is a fully managed, serverless time series database designed for storing and analyzing time-stamped data, such as IoT sensor readings, application monitoring metrics, and real-time analytics. It offers fast query performance, automatic scaling, and built-in data lifecycle management, making it ideal for time-series workloads.