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Preventing and Fixing Bad Data in Event Streams, Part 1

Confluent Blog · published 26 September 2026

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Data Engineering in 2022: Architectures & Terminology Read at the source ↗

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https://docs.getdbt.com/best-practices/materializations/4-incremental-models

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https://docs.getdbt.com/reference/resource-configs/full_refresh

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https://json-schema.org/

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https://www.json.org/json-en.html

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https://docs.confluent.io/platform/current/schema-registry/index.html

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https://developer.confluent.io/patterns/event-processing/idempotent-writer/

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https://docs.confluent.io/cloud/current/sr/fundamentals/data-contracts.html

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Preventing and Fixing Bad Data in Event Streams, Part 2 Read at the source ↗