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title: "The Hidden Cost of Streaming Pipelines Nobody Talks About"
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title: "Why We Rolled Back Our Kafka Pipeline to Batch After 6 Months"
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authors: [Aditya-Singh-Rathore]
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sidebar_label: "Hidden Cost of Streaming Pipelines"
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sidebar_label: "Why We Rolled Back Our Kafka Pipeline to Batch After 6 Monthss"
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tags: [batch-processing, stream-processing, data-engineering, apache-kafka, apache-flink, apache-spark, data-pipeline, real-time, azure, medallion-architecture, data-architecture]
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date: 2026-05-06
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