Superapp Architecture: ChatGPT Should Be the Non-Blocking Master Process, Not a Peer Tab
OpenAI Developer Community
May 18, 2026
Exactly. That’s what started pushing me toward the OS metaphor in the first place.
At small scale, multi-agent systems still look like orchestration problems. But once persistent memory, concurrent contexts and long-running interaction loops appear, the failure modes begin to resemble operating-system-level problems much more than prompt-engineering ones.
I think a lot of current AI architectures still underestimate how quickly semantic instability accumulates without isolation boundaries, routing discipline and controlled state interaction.
So now I’m trying to explore what “semantic process management” could look like before these systems become too large to reason about coherently.
Discussion in the ATmosphere