There’s a cool meta to the “you’ve got this, try harder, keep going” prompts. That’s engineering management. You know the outcome is within sight, so you decide to spend more time and money chasing it. You encourage. And you also need the wisdom to know you’re chasing a deadend and have to pivot and cut losses. Agent management.