Modern Data Flow: Data Pipelines Done Right
summary
Apache Kafka and Confluent power a shift from batch to real time with five concrete principles: Streaming, Decentralized, Declarative, Developer Orientated, Governed & Observable. Statistics cited: 100,000+ organizations using Kafka, 41,000 meetup members, 32,000 Stack Overflow questions, 12,000 JIRAs and 31,000 job listings asking for Kafka skills. Use cases include real‑time prescription notifications, elder care monitoring, grocery delivery coordination and smart grid energy control. Focus is on schema as contract, SQL/ksqlDB for pipelines, publish/subscribe by teams, and lineage plus catalogs for governance.
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