Stream processing in 2026: revisit Apache Flink, RisingWave and Arroyo before you write another consumer that keeps state

• Manoj Shukla
• October 30, 2026

Most teams that use Kafka have at least one consumer that does more than it should. It started as a simple loop that read events and wrote them somewhere.