Why Your Kafka Pipeline Looks Fine in Staging but Breaks in Production

This story was originally published on HackerNoon at: https://hackernoon.com/why-your-kafka-pipeline-looks-fine-in-staging-but-breaks-in-production. Most Kafka pipelines pass staging without a single failure. This guide covers 4 failure modes and governance gaps that only show up in production. Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #kafka, #data-engineering, #apache-spark, #data-governance, #spark-structured-streaming, #kafka-security, #apache-avro, #hackernoon-top-story, and more. This story was written by: @dshivani. Learn more about this writer by checking @dshivani's about page, and for more stories, please visit hackernoon.com. Staging never breaks your Kafka pipeline. Production does. I cover offset mismanagement, rebalance storms, schema drift, Spark backpressure, and the governance controls most teams skip, including ACLs, PII field encryption, and retention policy design.