AI-Native Engineering Is About What You Accept, Not What You Generate

Tue, 15 Sep 2026 12:30:00 +0000

“AI-native” has become one of those terms that sounds precise until you ask two people to define it.

Sometimes it describes an AI-native product: software whose core behaviour depends on AI models. Sometimes it describes an AI-native software lifecycle: a development process reorganised around agents. And sometimes it describes an AI-native organisation: teams, processes, and governance redesigned around AI.

These are different things.

A team can build a product with no AI in it and still engineer it in an AI-native way. Another team can build a sophisticated LLM product using essentially the same software process it used in 2019.

AI-Native Engineering on 67AI Lab

AI-Native Engineering Is About What You Accept, Not What You Generate