# Why Your Staging Database Never Matches Production

DevFeed: [Why Your Staging Database Never Matches Production](<https://devfeed.tech/articles/why-your-staging-database-never-matches-production-5866.md>)

Original publisher: [Read original article](<https://neon.com/blog/why-your-staging-database-never-matches-production>)

Author: Carlota Soto

Published: 2025-12-12T19:28:15Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [Database](<https://devfeed.tech/topics/database.md>), [Development](<https://devfeed.tech/topics/development.md>), [Transactions](<https://devfeed.tech/topics/transactions.md>)

Tags: [database](<https://devfeed.tech/tags/database.md>), [development](<https://devfeed.tech/tags/development.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [postgres](<https://devfeed.tech/tags/postgres.md>), [product](<https://devfeed.tech/tags/product.md>), [sequences](<https://devfeed.tech/tags/sequences.md>), [transactions](<https://devfeed.tech/tags/transactions.md>)

## AI overview

The article explains why staging databases continually diverge from production. Data, schema, and transformation drift arise because the environments are independent and production continues changing while staging is refreshed, restored, tested, and modified at different times. It illustrates the problem with PostgreSQL sequences, where test-created staging users can receive IDs that production later assigns to real customers.

## Source excerpt

Back when hashtags were a thing, you could search Twitter and find #NoStaging, a community dedicated to banishing the concept of staging from the development world. In the eyes of the #NoStagers, staging was costly, confusing, and corruptible. And they were/are entirely correct....