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From Hourly to Real-Time: Architecting Event-Driven Pipelines with CDC

Case study analysis of using Change Data Capture (CDC) to eliminate batch latency bottlenecks at scale, inspired by Pinterest’s recent architecture updates.

#cdc#event-driven#kafka...

cdc

Snowflake OpenFlow: The Native CDC Savior Is Still On Training Wheels

Snowflake’s OpenFlow promises seamless CDC from Oracle and SQL Server, but early adopters reveal performance and usability gaps that make it a tough sell against established tools.

#cdc#data-engineering#etl...

cdc

CDC vs. Microbatching: The Data Pipeline Cold War You’re Fighting Daily

Change Data Capture and microbatching aren’t just technical choices, they’re architectural philosophies that dictate how responsive your data systems can be.

#cdc#data-pipelines#microbatching...