Building a coworker is like hiring a human — no throwing it in the deep end. You garden it: get one capability solid, then add the next.
The agent often has its own way of doing things. Find the workflow that's optimal for it, then teach the humans to work that way.
Most of our compounding wins came from a second agent, Codex, running loops to watch how Ace performs and steadily improve it.