“any sort of scenario where you want that AI agent to kind of validate what it’s done, you’re essentially talking about ephemeral environments, even if it’s not exposed to people”

The old pattern was a few shared test environments, one per tester, with people coordinating who had the system. Agents that check their own work need environments that are created and torn down per change. Quoted from YouTube’s auto-generated captions.