Q Are there two, or are you, are they both running or only, you're only running? So you're not using any compaction from Claude?
A No, no, no, no. Just ours is better. And I think the thing about the primitives that the labs build, They tend to be very generic, and so I think every app will need to, uh, you could start with the generic firmatives, but for it to perform really well on your benchmark, on your users, every use case is going to be different, and so we care a lot about, like, you know, certain pieces of data around the architecture of the app. There are certain things that absolutely need to remember. Like, if it forgot that it has a database, like, that's catastrophic, right? So there are things that we really care about preserving, but then there are a lot of things that are like bugs and things that you solved. Actually, if you keep them in context, Asian performs worse because it is confused by, by the history of it. So you need to be very prudent about knowing what to delete and knowing what to, what to keep in the background. We have sort of a graph-like structure of understanding the different memories, and we do compaction on, um, actually there's like multiple layers. There's compaction, but there's also writing to long-term memory, and long-term memory today is marked down files. So repli.md, I'm sure you look at it sometimes. Repli.md is an example of that, but there are other files that the agent can write to, and you can also prompt it to write its own long-term memory. You can say…
AI assessment note: “No, no, no, no. Just ours is better.”