Why data contracts need Apache Kafka and Apache Flink
Data contracts prevent pipeline failures by requiring producers and consumers to agree on schemas, types, and quality constraints enforced with tools like Kafka and Flink.
Data mesh transfers dataset ownership to source teams to reduce duplication and improve accuracy but demands ongoing schema maintenance and organizational commitment.