“If you have a well-engineered system with good access, you already have a process of onboarding junior engineers, where they start with little permissions and you grow from there as their autonomy increases. The same principles can be applied to introducing a new teammate, and in this case it's AI. And if you have immature processes, then AI agents make those things even worse.”

And that's a fun part of it, right? I think this is where good engineering is becoming even more important. I can't remember who said it, but it was definitely a notable quote that, you know, if you have a well-engineered system, right, with good access, you already have a process of onboarding junior engineers, right? Where they start with little permissions and then you can grow from there as their autonomy increases. You know, same principles can be applied to introducing a new teammate, right? In this case, it's AI. And of course, if you have not mature processes, then AI Agent make those things even worse. And I think, you know, the platform teams will probably suffer even more if they don't have a tight grip and control already on those kind of systems.