iFelix
Joined 12 years ago
Joined 12 years ago
There’s a lot of focus (and money) on scaling LLMs, but while building Twenty [1] we’ve observed that current models are already capable enough for most use-cases. We think that what’s missing today is a new kind of software architecture. One that evolves, learns from feedback, and compile complex patterns to adapt to users. I wrote about this and some of our learnings in the article above, curious to hear your thoughts!
The vision is definitely to have something extensible and more powerful than force.com ; we aren't there yet because we need to build strong foundations before that. We already try to separate our business apps from the core engine in the code base to learn what will be the right api and get ready for that next step when it's time.
We have a model with 1-schema per tenant + we can create a dedicated Postgres user, so we don't have the same security risk multi-tenant apps would have. And I felt like passing SQL was the right long-term direction with text-to-sql LLMs. But I get your point.
I guess what we're looking for is more "open source frontend lib for embedded analytics" than just a query builder then. This does not exist but seems like a lot of work to build.
We're doing just that with our own CRM [1]. It couldn't have been a side-project as you need thousands of engineering hours to build something decent. But with only a few millions in engineering spend, we'll have something that is genuinely as good as the products from billion dollar behemoths. Open Source software will never be able to monetize as well as closed-source. We might only capture 10% of the value we create. But being open source inherently creates strong network effects that tends to push towards a limited number of winners, and the addressable market in CRM is so big that it's still possible to build a multi-billion dollar company while massively driving the costs down for everyone.
It's kind of like the Prisoner's Dilemma: If every company keep their software proprietary, they can all make moderate growth/profit. But if one goes open-source, they could attract a large community, drive innovation, and potentially reap long-term profits while reducing the overall market size.
There are still a lot of things we need to develop to be at feature parity with big players but we are shipping fast and we will get there!
We'll work on a real demo environment with a lot of records, we just haven't prioritized it yet. Right now it's not really a demo environment, but a real account that happens to be provisioned with a few example records. Putting more records wouldn't really make sense (you have to delete those records manually to start using the CRM).