Interesting approach. One thing worth considering with autopilot agents: session persistence and context recovery become critical when agents run long tasks and hit failures mid-stream. The ability to resume exactly where a conversation left off, rather than restarting from scratch, saves significant time and cost. Also worth thinking about multi-agent observability in a single view - context switching between isolated agent outputs is a real friction point teams underestimate until they're running several concurrent tasks.