For context, I am a startup founder, an Atlas user, and not what anyone would call a "major account". I'm also in my early 30's, so I wasn't around for the whole "web scale" meme era of MongoDB.<p>I have personally been incredibly impressed with the way MongoDB has "looked out" for my company over the past year. I'll try to be satisfactorily specific their with privacy in mind, so this may come out a bit fuzzy. Their technical teams, both overseas and US, have produced some of the most thorough, detailed recommendations I have ever seen and their communication/followup was excellent. I've run many designs and ideas by their team, out of habit at this point, and have always been pleased with the response. They remember who I am. All of this is really unusual for a company at my growth stage.<p>My use case requires full technical depth on text searching and vectorization; I use every aspect of Atlas Search that is available. A downside of building "bleeding edge" is that my tooling needs always seem to be just inches beyond what is available, so just about every release seems to have something that is "for me." It's hard to say if my feedback specifically has an impact on their roadmap - but they really do seem to build things I want. I think they reported ~50% better performance on bulkWrite() in the 8 release, but it was closer to 500% for my use case.<p>Speaking of, this acquisition is like providence for me, because I've shared my various solutions with them for synchronously vectorizing "stuff" for use with local LLMs. It's a reasonably hard technical problem without a lot of consensus on standards; I think a lot of people believe there are standards, yet any discussion will quickly devolve into something like the "postgres/mongo" conversations you see here (I won't be visiting that topic).<p>I strongly agree with the "this should be a database level feature" approach they are taking here; that's certainly how my brain wants to think about it and currently I have to do a lot of "glue"-ing to make it work the way I require.<p>I hope they win.