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AUTO_CDC: Turning an event log into current state with Spark Declarative Pipelines

The question an event log can't answer cheaply The dataset I use for most of my pipeline demos is a simulated ghost kitchen (a delivery-only restaur…

sparkdeclarativepipelinescdciceberg
Dev.to Oct 14, 2026, 05:20 UTC
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Debezium vs Managed CDC: How to Actually Decide Between Build and Buy

Most "Debezium vs managed tool" articles get the question wrong. They frame it as a product bake-off, feature grid included, and declare a winner. B…

dataengineeringdatabasecdc
Dev.to Jul 8, 2026, 09:41 UTC
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Stream Postgres WAL to Redis: Real-Time Read Models with pg2redis

Real-time data pipelines are becoming a normal part of application architecture. Product pages need fresh stock counts, order status screens need fa…

postgresrediscdccache
Dev.to Jun 23, 2026, 16:34 UTC

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