How do you handle schema evolution in streaming data pipelines? What happens when producers and consumers have different schema versions?

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Schema evolution is inevitable in streaming systems because business requirements change, new fields are needed, and data formats evolve. Handling it gracefully prevents pipeline breakages that can cause data loss or processing failures.