Throughput | Senior / Staff Software Engineer, Data Infrastructure

input transform serve (beat enters — minimal, steady) (Verse 1) Petabytes moving without a sound Systems align, signals rebound Events defined before they exist Contracts hold—nothing gets missed Streaming edges, batch below Time is a graph, not a flow Every record finds its place Latency shaved to subspace (Hook) Throughput Integrity Consistency Repeat (Verse 2) Kinesis splits into shards of intent Firehose carries what Lambda sent State is transient, storage persists S3 holds what memory resists Dagster shapes execution lines Nodes resolve in strict designs Observable down to the trace Failure contained, no data erased (Drop) No drift No loss No guess No cost (Verse 3) Snowflake patterns, columns align Query resolves in measured time Models adapt, schemas evolve Nothing breaks—constraints resolve Terraform defines the ground Reproducible, system-bound Every change is reasoned, clear Nothing implicit enters here (Hook) Throughput Reliability Lineage Control (Bridge — sparse) You don’t see it But it decides What’s trusted What survives (Final Section — layered loops) Input Process Serve Input Process Serve Scale Without Permission (outro — filtered) consistent observable complete