Scaling Robotics: Why Modern Data Infrastructure is the Next ROS 2 Frontier

As robotics moves from prototypes to fleet-scale production, standard recording tools like rosbag2 fail to meet the demands of complex, multi-run data analysis. This initiative highlights a critical shift towards using specialized time-series databases like TimescaleDB to enable efficient telemetry querying and fleet-wide insights without the memory overhead of traditional bag files.