The speaker says principles for AI-assisted software engineering are solidifying, particularly careful context engineering and using design and architecture to manage complex tasks.

“Um, this year, I think there's some principles that are solidifying, right? The idea of, like, very careful context engineering. The idea of, like, really thinking through sort of like design and architecture as a way of handling really complex tasks.”