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Data Engineering Design Patterns. Buf Schema Registry brings type safety to data pipelines with Protobuf. Manage schemas centrally, validate changes, and generate Python code automatically. Plus: Buf is giving away an O'Reilly Media book, Data Engineering Design Patterns with proven solutions to idempotency, error handling, observability challenges and more.