---
title: "Discussion on \"The Ugly Truth - Upscaling Your Databases Doesn't Always Help\" | Hashnode"
description: "Discussion on \"The Ugly Truth - Upscaling Your Databases Doesn't Always Help\". The current standard for developing and managing databases falls short in many ways. We lack effective mechanisms to prevent poor-quality code from reaching production. After deployment, the tools available for observability and monitoring are inadeq..."
url: "https://hashnode.com/posts/the-ugly-truth-upscaling-your-databases-doesnt-always-help/67a9c02ff12b62383a8a206c"
---

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# [The Ugly Truth - Upscaling Your Databases Doesn't Always Help](https://metis.hashnode.dev/the-ugly-truth-upscaling-your-databases-doesnt-always-help?utm_source=hashnode&utm_medium=feed)

The current standard for developing and managing databases falls short in many ways. We lack effective mechanisms to prevent poor-quality code from reaching production. After deployment, the tools available for observability and monitoring are inadeq...

Feb 10, 2025 · 6 min read · metis.hashnode.dev  
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-   [#sql](https://hashnode.com/tag/sql)
-   [#databases](https://hashnode.com/tag/databases)
-   [#observability](https://hashnode.com/tag/observability)

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