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> In a way, what we've done is custom-built a database by turning it inside-out. We simplified the canonical storage into a NoSQL cluster, and then built our own querying engine with the view servers. It's a lot less convenient to build with, but it scales.

https://atproto.com/articles/atproto-for-distsys-engineers

Turning the database inside out? Where have I heard that before... Oh, right,

Turning the database inside out with Apache Samza (2014), https://martin.kleppmann.com/2014/09/18/turning-database-ins...

Further, Martin's Designing Data Intensive Applicarions (2017) is a very very well respected book that encompasses these ideas & more.

>They’re quick to design and implement solutions to challenging problems, and once implemented, their systems tend to work as intended or even better than expected. They are adept at using technical tools to diagnose problems and fix them rapidly.

This is undoubtedly real but still reads like an LLM summarization