Idea AI-Native Apps are Not a Chat Box. Three Protocols Just Proved It. Everyone says their app or product is becoming AI-native. Almost none of them can say what that means. Here is a test you can run in a roadmap meeting, the reason a chat window does not pass it, and a plain guide to the three protocols now fighting over how an agent hands you back an interface.
AI Agents - Chapter 05 Engineers Stopped Writing Code in December * Project-Scale Autonomy Is Here. Three frontier models shipped in six days in November 2025, and the engineering profession crossed a line it will never cross back. This is the second acceleration: from task-scale to project-scale autonomy. Your sprint board is the fossil.
