Okay. Are we all good. Right.Uh so yes, this talk uh is called uh one developer, two dozen agents, zero alignment. Uh this is the case for why we need collaborative AI engineering. So first a very quick intro.I'm Maggie. I work uh at GitHub as a staff researcher engineer. Uh at least that's my title.I'm actually a designer back when that was like a separate thing to engineer. Um and next is the labs team within GitHub. So we work on kind of more experimental risky bets than the rest of the organization.We l ...