Programming Tech Brief By HackerNoon
Programming Tech Brief By HackerNoon · Oct 11, 2026 · 14:08
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This story was originally published on HackerNoon at: https://hackernoon.com/how-i-proved-a-12-million-record-data-migration-was-actually-correct.
I have spent two decades building and leading engineering teams. Here's what I learned, so you can apply it to your own migration.
Check more stories related to programming at: https://hackernoon.com/c/programming.
You can also check exclusive content about #data-migration, #data-engineering, #data-quality, #database, #software-architecture, #legacy-modernization, #microservices, #engineering-leadership, and more.
This story was written by: @advaittrivedi. Learn more about this writer by checking @advaittrivedi's about page,
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The article discusses the importance of verifying data during a migration, as a green checkmark can be misleading if the data is incorrect. The author shares their experience of migrating 12.3 million records from a legacy Oracle monolith to microservices backed by PostgreSQL and DocumentDB, and how they achieved a 99.9994% match rate by following a series of steps to ensure data correctness.
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