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Databases in 2025: A Year in Review

cs.cmu.edu

41–50 of 196 posts

Re: Databases in 2025: A Year in Review

#41

Maybe off-topic but, If you're not familiar with the CMU DB Group you might want to check out their eccentric teaching style [1]. I absolutely love their gangsta intros like [2] and pre-lecture dj sets like [3]. I also remember a video where he was lecturing with someone sleeping on the floor in the background for some reason. I can't find that video right now. Not too sure about the context or Andy's biography, I'll…

Indeed, I was delighted when I read the part about wutang's time capsule and obviously OP is a wu-tang and general hip hop fan. The intro you shared is dope!

Re: Databases in 2025: A Year in Review

#42
post #30
post #28

Earlier quoted context omitted.

What is a "local application"?

Funny how people used to ask "what is a cloud application", and now they ask "what is a local application" :-) Local as in "desktop application on the local machine" where you are the sole user.

This, though I think other posters have pointed to a web app/site that’s backed by SQLite. It can be a perfectly reasonable approach, I think, as the application is the web server and it likely accesses SQLite on the same machine.

Re: Databases in 2025: A Year in Review

#44
post #21

While the author mentions that he just doesn't have the time to look at all the databases, none of the reviews of the last few years mention immutable and/or bi-temporal databases. Which looks more like a blind spot to me honestly. This category of databases is just fantastic for industries like fintech. Two candidates are sticking out. https://xtdb.com/blog/launching-xtdb-v2 (2025) https://blog.datomic.com/2023/04/d…

Why fintech specifically?

I would assume that it's because in fintech it's more common than in other domains to want to revert a particular thread of transactions without touching others from the same time.

Re: Databases in 2025: A Year in Review

#46
post #2

Pavlo is right to be skeptical about MCP security. The entire philosophy of MCP seems to be about maximizing context availability for the model, which stands in direct opposition to the principle of Least Privilege. When you expose a database via a protocol designed for 'context', you aren't just exposing data; you're exposing the schema's complexity to an entity that handles ambiguity poorly. It feels like we're jus…

Was the trade-off so exciting that we abandoned our own principles? Or, are we lemmings?

Edit: My apologies for the cynical take. I like to think that this is just the move fast break stuff ethos coming about.

Re: Databases in 2025: A Year in Review

#49
post #21

While the author mentions that he just doesn't have the time to look at all the databases, none of the reviews of the last few years mention immutable and/or bi-temporal databases. Which looks more like a blind spot to me honestly. This category of databases is just fantastic for industries like fintech. Two candidates are sticking out. https://xtdb.com/blog/launching-xtdb-v2 (2025) https://blog.datomic.com/2023/04/d…

Why fintech specifically?

compliance requirements mostly (same for health tech)

Re: Databases in 2025: A Year in Review

#50
post #21

While the author mentions that he just doesn't have the time to look at all the databases, none of the reviews of the last few years mention immutable and/or bi-temporal databases. Which looks more like a blind spot to me honestly. This category of databases is just fantastic for industries like fintech. Two candidates are sticking out. https://xtdb.com/blog/launching-xtdb-v2 (2025) https://blog.datomic.com/2023/04/d…

Why fintech specifically?

Destructive operations are both tempting to some devs and immensely problematic in that industry for regulatory purposes, so picking a tech that is inherently incapable of destructive operations is alluring, I suppose.
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