"Interesting architecture — embedding the agent inside the app context rather than outside it makes sense for session-aware tasks. One question: how do you handle output validation before the agent acts on the DOM? Client-side agents acting on live state without a certification layer seems like a reliability risk in production. We've been building ARU (aru-runtime.com) as a runtime certification layer for exactly this — curious if you've thought about that boundary."