Currently just manual. I'm not pushing the frontier here, just getting my feet wet.
While both Claude Code and Codex are capable harnesses, I definitely think there's a lot more to be gained from the harnesses. Quite a few of the times I needed to nudge the steering wheel it was things that a separate agent with the right prompt could have picked up on.