KIP-408 — Add Asynchronous Processing To Kafka Streams

Discussion Streams

Proposes adding an asynchronous processing model to Kafka Streams where a single stream task can offload work to a thread pool without blocking the poll loop. Addresses the performance bottleneck and ordering constraint that currently prevents full CPU utilization when record processing is I/O- or compute-bound.

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