# How Spyne simplified their CDC pipeline with ClickPipes and ClickHouse Cloud

DevFeed: [How Spyne simplified their CDC pipeline with ClickPipes and ClickHouse Cloud](<https://devfeed.tech/articles/how-spyne-simplified-their-cdc-pipeline-with-clickpipes-and-clickhouse-cloud-5577.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/spyne-clickpipes-cdc-pipeline>)

Author: ClickHouse

Published: 2026-06-22T11:37:29Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [schema-evolution](<https://devfeed.tech/topics/schema-evolution.md>), [Kafka](<https://devfeed.tech/topics/kafka.md>), [MongoDB](<https://devfeed.tech/topics/mongodb.md>), [MySQL](<https://devfeed.tech/topics/mysql.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>), [developer velocity](<https://devfeed.tech/topics/developer-velocity.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [real-time](<https://devfeed.tech/topics/real-time.md>), [DevOps](<https://devfeed.tech/topics/devops.md>)

Tags: [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud-infrastructure](<https://devfeed.tech/tags/cloud-infrastructure.md>), [data](<https://devfeed.tech/tags/data.md>), [developer-velocity](<https://devfeed.tech/tags/developer-velocity.md>), [devops](<https://devfeed.tech/tags/devops.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [mysql](<https://devfeed.tech/tags/mysql.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [schema-evolution](<https://devfeed.tech/tags/schema-evolution.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [streaming](<https://devfeed.tech/tags/streaming.md>)

## AI overview

Spyne migrated its change data capture pipeline from a self-managed Debezium and Kafka stack to serverless ClickPipes and ClickHouse Cloud. The change reduced table onboarding time from more than 1.5 hours to minutes and automated schema evolution, improving data consistency and developer velocity.

## Source excerpt

Spyne cut table onboarding from 1.5+ hours to minutes and eliminated schema drift by migrating their CDC pipeline from a self-managed Debezium/Kafka stack to ClickPipes and ClickHouse Cloud.