# How Discord Automates ScyllaDB Clusters at Scale

DevFeed: [How Discord Automates ScyllaDB Clusters at Scale](<https://devfeed.tech/articles/how-discord-automates-scylladb-clusters-at-scale-17933.md>)

Original publisher: [Read original article](<https://read.bytesizeddesign.com/p/how-discord-automates-scylladb-clusters>)

Author: Byte-Sized Design

Published: 2026-06-15T06:30:00Z

Content type: article

Language: en

Sources: [Byte-Sized Design](<https://devfeed.tech/sources/byte-sized-design.md>)

Topics: [Discord](<https://devfeed.tech/topics/discord.md>), [scylladb](<https://devfeed.tech/topics/scylladb.md>), [Framework](<https://devfeed.tech/topics/framework.md>), [Database](<https://devfeed.tech/topics/database.md>)

Tags: [database](<https://devfeed.tech/tags/database.md>), [discord](<https://devfeed.tech/tags/discord.md>), [framework](<https://devfeed.tech/tags/framework.md>), [scale](<https://devfeed.tech/tags/scale.md>), [scylladb](<https://devfeed.tech/tags/scylladb.md>)

## AI overview

An article about how Discord automates ScyllaDB cluster operations at scale, describing a framework that reduced a 36-hour database operation to two hours of mostly waiting.

## Source excerpt

The framework that turned a 36-hour database operation into two hours of mostly waiting