---
title: "Discussion on \"Ways to Handle Schema Evolution Safely in Production Systems\" | Hashnode"
description: "Discussion on \"Ways to Handle Schema Evolution Safely in Production Systems\". Practical, experience-driven techniques for evolving data schemas in production without breaking clients. Deep coverage of JSON, binary contracts (Avro/Protobuf), database migrations, messaging systems, testing, monitoring, and trade-offs — with ..."
url: "https://hashnode.com/posts/ways-to-handle-schema-evolution-safely-in-production-systems/69e1f6ac09122eadc95b6a0c"
---

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# [Ways to Handle Schema Evolution Safely in Production Systems](https://tuanhnet.hashnode.dev/ways-to-handle-schema-evolution-safely-in-production-systems?utm_source=hashnode&utm_medium=feed)

Practical, experience-driven techniques for evolving data schemas in production without breaking clients. Deep coverage of JSON, binary contracts (Avro/Protobuf), database migrations, messaging systems, testing, monitoring, and trade-offs — with ...

Apr 17 · 10 min read · tuanhnet.hashnode.dev  
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-   [#serialization](https://hashnode.com/tag/serialization)
-   [#deserialization](https://hashnode.com/tag/deserialization)
-   [#database](https://hashnode.com/tag/database)
-   [#dto](https://hashnode.com/tag/dto)
-   [#json](https://hashnode.com/tag/json)
-   [#performance](https://hashnode.com/tag/performance)

## Written by

[Tuanhdotnet](https://hashnode.com/@tuananh8)

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I am Tuanh.net. As of 2024, I have accumulated 8 years of experience in backend programming. I am delighted to connect and share my knowledge with everyone.

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