When considering the stream of telemetry data sources, they often resemble the chaotic rush of a turbulent waterfall, inundating with bursts of data, hurtling and foaming as they cascade down. However, much like the journey of a natural river, this tumultuous influx gradually refines and integrates seamlessly as it flows into the vast sea of the observability backend. This natural progression is expected within the modern cloud-native observability framework.